id sid tid token lemma pos fis-4838 1 1 microsoft microsoft PROPN fis-4838 1 2 word word PROPN fis-4838 1 3 numero_68_art_21_4838.docx numero_68_art_21_4838.docx PROPN fis-4838 1 4 a. a. NOUN fis-4838 1 5 aabid aabid PROPN fis-4838 1 6 et et PROPN fis-4838 1 7 alii alii PROPN fis-4838 1 8 , , PUNCT fis-4838 1 9 frattura frattura PROPN fis-4838 1 10 ed ed PROPN fis-4838 1 11 integrità integrità PROPN fis-4838 1 12 strutturale strutturale PROPN fis-4838 1 13 , , PUNCT fis-4838 1 14 68 68 NUM fis-4838 1 15 ( ( PUNCT fis-4838 1 16 2024 2024 NUM fis-4838 1 17 ) ) PUNCT fis-4838 1 18 310 310 NUM fis-4838 1 19 - - SYM fis-4838 1 20 324 324 NUM fis-4838 1 21 ; ; PUNCT fis-4838 1 22 doi doi NOUN fis-4838 1 23 : : PUNCT fis-4838 1 24 10.3221 10.3221 NUM fis-4838 1 25 / / SYM fis-4838 1 26 igf igf PROPN fis-4838 1 27 - - ADJ fis-4838 1 28 esis.68.21 esis.68.21 PROPN fis-4838 1 29 310 310 NUM fis-4838 1 30 improving improve VERB fis-4838 1 31 the the DET fis-4838 1 32 performance performance NOUN fis-4838 1 33 of of ADP fis-4838 1 34 damage damage NOUN fis-4838 1 35 repair repair NOUN fis-4838 1 36 in in ADP fis-4838 1 37 thin thin ADJ fis-4838 1 38 - - PUNCT fis-4838 1 39 walled walled ADJ fis-4838 1 40 structures structure NOUN fis-4838 1 41 with with ADP fis-4838 1 42 analytical analytical ADJ fis-4838 1 43 data datum NOUN fis-4838 1 44 and and CCONJ fis-4838 1 45 machine machine NOUN fis-4838 1 46 learning learn VERB fis-4838 1 47 algorithms algorithm NOUN fis-4838 1 48 abdul abdul PROPN fis-4838 1 49 aabid aabid PROPN fis-4838 1 50 department department PROPN fis-4838 1 51 of of ADP fis-4838 1 52 engineering engineering NOUN fis-4838 1 53 management management NOUN fis-4838 1 54 , , PUNCT fis-4838 1 55 college college NOUN fis-4838 1 56 of of ADP fis-4838 1 57 engineering engineering NOUN fis-4838 1 58 , , PUNCT fis-4838 1 59 prince prince PROPN fis-4838 1 60 sultan sultan PROPN fis-4838 1 61 university university PROPN fis-4838 1 62 , , PUNCT fis-4838 1 63 po po PROPN fis-4838 1 64 box box PROPN fis-4838 1 65 66833 66833 NUM fis-4838 1 66 , , PUNCT fis-4838 1 67 riyadh riyadh PROPN fis-4838 1 68 11586 11586 NUM fis-4838 1 69 , , PUNCT fis-4838 1 70 saudi saudi PROPN fis-4838 1 71 arabia arabia PROPN fis-4838 1 72 md md PROPN fis-4838 1 73 abdul abdul PROPN fis-4838 1 74 raheman raheman PROPN fis-4838 1 75 nitte nitte PROPN fis-4838 1 76 ( ( PUNCT fis-4838 1 77 deemed deem VERB fis-4838 1 78 to to PART fis-4838 1 79 be be AUX fis-4838 1 80 university university NOUN fis-4838 1 81 ) ) PUNCT fis-4838 1 82 , , PUNCT fis-4838 1 83 dept dept NOUN fis-4838 1 84 . . PROPN fis-4838 1 85 of of ADP fis-4838 1 86 electrical electrical ADJ fis-4838 1 87 and and CCONJ fis-4838 1 88 electronics electronic NOUN fis-4838 1 89 engineering engineering NOUN fis-4838 1 90 , , PUNCT fis-4838 1 91 nmam nmam PROPN fis-4838 1 92 institute institute PROPN fis-4838 1 93 of of ADP fis-4838 1 94 technology technology PROPN fis-4838 1 95 , , PUNCT fis-4838 1 96 nitte nitte NOUN fis-4838 1 97 574110 574110 NUM fis-4838 1 98 , , PUNCT fis-4838 1 99 karnataka karnataka PROPN fis-4838 1 100 , , PUNCT fis-4838 1 101 india india PROPN fis-4838 1 102 meftah meftah PROPN fis-4838 1 103 hrairi hrairi PROPN fis-4838 1 104 * * PROPN fis-4838 1 105 department department PROPN fis-4838 1 106 of of ADP fis-4838 1 107 mechanical mechanical ADJ fis-4838 1 108 and and CCONJ fis-4838 1 109 aerospace aerospace NOUN fis-4838 1 110 engineering engineering NOUN fis-4838 1 111 , , PUNCT fis-4838 1 112 faculty faculty NOUN fis-4838 1 113 of of ADP fis-4838 1 114 engineering engineering NOUN fis-4838 1 115 , , PUNCT fis-4838 1 116 international international PROPN fis-4838 1 117 islamic islamic PROPN fis-4838 1 118 university university PROPN fis-4838 1 119 malaysia malaysia PROPN fis-4838 1 120 , , PUNCT fis-4838 1 121 p.o p.o PROPN fis-4838 1 122 . . PROPN fis-4838 1 123 box box PROPN fis-4838 1 124 10 10 NUM fis-4838 1 125 , , PUNCT fis-4838 1 126 50725 50725 NUM fis-4838 1 127 kuala kuala PROPN fis-4838 1 128 lumpur lumpur PROPN fis-4838 1 129 , , PUNCT fis-4838 1 130 malaysia malaysia PROPN fis-4838 1 131 muneer muneer PROPN fis-4838 1 132 baig baig PROPN fis-4838 1 133 department department PROPN fis-4838 1 134 of of ADP fis-4838 1 135 engineering engineering PROPN fis-4838 1 136 management management NOUN fis-4838 1 137 , , PUNCT fis-4838 1 138 college college NOUN fis-4838 1 139 of of ADP fis-4838 1 140 engineering engineering NOUN fis-4838 1 141 , , PUNCT fis-4838 1 142 prince prince PROPN fis-4838 1 143 sultan sultan PROPN fis-4838 1 144 university university PROPN fis-4838 1 145 , , PUNCT fis-4838 1 146 po po PROPN fis-4838 1 147 box box PROPN fis-4838 1 148 66833 66833 NUM fis-4838 1 149 , , PUNCT fis-4838 1 150 riyadh riyadh PROPN fis-4838 1 151 11586 11586 NUM fis-4838 1 152 , , PUNCT fis-4838 1 153 saudi saudi PROPN fis-4838 1 154 arabia arabia PROPN fis-4838 1 155 keywords keywords PROPN fis-4838 1 156 . . PUNCT fis-4838 2 1 bonded bond VERB fis-4838 2 2 composite composite ADJ fis-4838 2 3 repair repair NOUN fis-4838 2 4 , , PUNCT fis-4838 2 5 cracks crack NOUN fis-4838 2 6 , , PUNCT fis-4838 2 7 reinforced reinforce VERB fis-4838 2 8 patch patch NOUN fis-4838 2 9 , , PUNCT fis-4838 2 10 analytical analytical ADJ fis-4838 2 11 model model NOUN fis-4838 2 12 ; ; PUNCT fis-4838 2 13 machine machine NOUN fis-4838 2 14 learning learning NOUN fis-4838 2 15 . . PUNCT fis-4838 3 1 citation citation NOUN fis-4838 3 2 : : PUNCT fis-4838 4 1 aabid aabid PROPN fis-4838 4 2 , , PUNCT fis-4838 4 3 a. a. NOUN fis-4838 4 4 , , PUNCT fis-4838 4 5 raheman raheman NOUN fis-4838 4 6 , , PUNCT fis-4838 4 7 m. m. NOUN fis-4838 4 8 a. a. PROPN fis-4838 4 9 , , PUNCT fis-4838 4 10 hrairi hrairi NOUN fis-4838 4 11 , , PUNCT fis-4838 4 12 m. m. NOUN fis-4838 4 13 , , PUNCT fis-4838 4 14 baig baig PROPN fis-4838 4 15 , , PUNCT fis-4838 4 16 m. m. NOUN fis-4838 4 17 , , PUNCT fis-4838 4 18 improving improve VERB fis-4838 4 19 the the DET fis-4838 4 20 performance performance NOUN fis-4838 4 21 of of ADP fis-4838 4 22 damage damage NOUN fis-4838 4 23 repair repair NOUN fis-4838 4 24 in in ADP fis-4838 4 25 thin thin ADJ fis-4838 4 26 - - PUNCT fis-4838 4 27 walled walled ADJ fis-4838 4 28 structures structure NOUN fis-4838 4 29 with with ADP fis-4838 4 30 analytical analytical ADJ fis-4838 4 31 data datum NOUN fis-4838 4 32 and and CCONJ fis-4838 4 33 machine machine NOUN fis-4838 4 34 learning learning NOUN fis-4838 4 35 algorithms algorithm NOUN fis-4838 4 36 , , PUNCT fis-4838 4 37 frattura frattura PROPN fis-4838 4 38 ed ed PROPN fis-4838 4 39 integrità integrità PROPN fis-4838 4 40 strutturale strutturale PROPN fis-4838 4 41 , , PUNCT fis-4838 4 42 68 68 NUM fis-4838 4 43 ( ( PUNCT fis-4838 4 44 2024 2024 NUM fis-4838 4 45 ) ) PUNCT fis-4838 4 46 310 310 NUM fis-4838 4 47 - - SYM fis-4838 4 48 324 324 NUM fis-4838 4 49 . . PUNCT fis-4838 4 50 received receive VERB fis-4838 4 51 : : PUNCT fis-4838 4 52 31.01.2024 31.01.2024 NUM fis-4838 4 53 accepted accept VERB fis-4838 4 54 : : PUNCT fis-4838 4 55 27.02.2024 27.02.2024 NUM fis-4838 4 56 published publish VERB fis-4838 4 57 : : PUNCT fis-4838 4 58 05.03.2024 05.03.2024 NOUN fis-4838 4 59 issue issue NOUN fis-4838 4 60 : : PUNCT fis-4838 4 61 04.2024 04.2024 NUM fis-4838 4 62 copyright copyright NOUN fis-4838 4 63 : : PUNCT fis-4838 4 64 © © PROPN fis-4838 4 65 2024 2024 NUM fis-4838 4 66 this this PRON fis-4838 4 67 is be AUX fis-4838 4 68 an an DET fis-4838 4 69 open open ADJ fis-4838 4 70 access access NOUN fis-4838 4 71 article article NOUN fis-4838 4 72 under under ADP fis-4838 4 73 the the DET fis-4838 4 74 terms term NOUN fis-4838 4 75 of of ADP fis-4838 4 76 the the DET fis-4838 4 77 cc cc NOUN fis-4838 4 78 - - PUNCT fis-4838 4 79 by by ADP fis-4838 4 80 4.0 4.0 NUM fis-4838 4 81 , , PUNCT fis-4838 4 82 which which PRON fis-4838 4 83 permits permit VERB fis-4838 4 84 unrestricted unrestricted ADJ fis-4838 4 85 use use NOUN fis-4838 4 86 , , PUNCT fis-4838 4 87 distribution distribution NOUN fis-4838 4 88 , , PUNCT fis-4838 4 89 and and CCONJ fis-4838 4 90 reproduction reproduction NOUN fis-4838 4 91 in in ADP fis-4838 4 92 any any DET fis-4838 4 93 medium medium NOUN fis-4838 4 94 , , PUNCT fis-4838 4 95 provided provide VERB fis-4838 4 96 the the DET fis-4838 4 97 original original ADJ fis-4838 4 98 author author NOUN fis-4838 4 99 and and CCONJ fis-4838 4 100 source source NOUN fis-4838 4 101 are be AUX fis-4838 4 102 credited credit VERB fis-4838 4 103 . . PUNCT fis-4838 5 1 https://youtu.be/pmsn7uz8rqm https://youtu.be/pmsn7uz8rqm X fis-4838 5 2 a. a. PROPN fis-4838 5 3 aabid aabid PROPN fis-4838 5 4 et et PROPN fis-4838 5 5 alii alii PROPN fis-4838 5 6 , , PUNCT fis-4838 5 7 frattura frattura PROPN fis-4838 5 8 ed ed PROPN fis-4838 5 9 integrità integrità PROPN fis-4838 5 10 strutturale strutturale PROPN fis-4838 5 11 , , PUNCT fis-4838 5 12 68 68 NUM fis-4838 5 13 ( ( PUNCT fis-4838 5 14 2024 2024 NUM fis-4838 5 15 ) ) PUNCT fis-4838 5 16 310 310 NUM fis-4838 5 17 - - SYM fis-4838 5 18 324 324 NUM fis-4838 5 19 ; ; PUNCT fis-4838 5 20 doi doi NOUN fis-4838 5 21 : : PUNCT fis-4838 5 22 10.3221 10.3221 NUM fis-4838 5 23 / / SYM fis-4838 5 24 igf igf PROPN fis-4838 5 25 - - ADJ fis-4838 5 26 esis.68.21 esis.68.21 PROPN fis-4838 5 27 311 311 NUM fis-4838 5 28 introduction introduction NOUN fis-4838 5 29 omposite omposite VERB fis-4838 5 30 materials material NOUN fis-4838 5 31 , , PUNCT fis-4838 5 32 known know VERB fis-4838 5 33 for for ADP fis-4838 5 34 their their PRON fis-4838 5 35 lightweight lightweight ADJ fis-4838 5 36 and and CCONJ fis-4838 5 37 high high ADJ fis-4838 5 38 strength strength NOUN fis-4838 5 39 , , PUNCT fis-4838 5 40 are be AUX fis-4838 5 41 extensively extensively ADV fis-4838 5 42 utilized utilize VERB fis-4838 5 43 in in ADP fis-4838 5 44 high high ADJ fis-4838 5 45 - - PUNCT fis-4838 5 46 performance performance NOUN fis-4838 5 47 engineering engineering NOUN fis-4838 5 48 applications application NOUN fis-4838 5 49 . . PUNCT fis-4838 6 1 these these DET fis-4838 6 2 materials material NOUN fis-4838 6 3 play play VERB fis-4838 6 4 a a DET fis-4838 6 5 crucial crucial ADJ fis-4838 6 6 role role NOUN fis-4838 6 7 in in ADP fis-4838 6 8 the the DET fis-4838 6 9 aerospace aerospace NOUN fis-4838 6 10 industry industry NOUN fis-4838 6 11 , , PUNCT fis-4838 6 12 constituting constitute VERB fis-4838 6 13 approximately approximately ADV fis-4838 6 14 80 80 NUM fis-4838 6 15 % % NOUN fis-4838 6 16 of of ADP fis-4838 6 17 aircraft aircraft NOUN fis-4838 6 18 structures structure NOUN fis-4838 6 19 . . PUNCT fis-4838 7 1 over over ADP fis-4838 7 2 the the DET fis-4838 7 3 past past ADJ fis-4838 7 4 four four NUM fis-4838 7 5 decades decade NOUN fis-4838 7 6 , , PUNCT fis-4838 7 7 composite composite ADJ fis-4838 7 8 materials material NOUN fis-4838 7 9 have have AUX fis-4838 7 10 been be AUX fis-4838 7 11 employed employ VERB fis-4838 7 12 in in ADP fis-4838 7 13 repairing repair VERB fis-4838 7 14 various various ADJ fis-4838 7 15 structures structure NOUN fis-4838 7 16 , , PUNCT fis-4838 7 17 such such ADJ fis-4838 7 18 as as ADP fis-4838 7 19 plates plate NOUN fis-4838 7 20 , , PUNCT fis-4838 7 21 pipes pipe NOUN fis-4838 7 22 , , PUNCT fis-4838 7 23 shells shell NOUN fis-4838 7 24 , , PUNCT fis-4838 7 25 and and CCONJ fis-4838 7 26 trusses truss NOUN fis-4838 7 27 , , PUNCT fis-4838 7 28 proving prove VERB fis-4838 7 29 to to PART fis-4838 7 30 be be AUX fis-4838 7 31 a a DET fis-4838 7 32 cost cost NOUN fis-4838 7 33 - - PUNCT fis-4838 7 34 effective effective ADJ fis-4838 7 35 alternative alternative NOUN fis-4838 7 36 to to ADP fis-4838 7 37 replacing replace VERB fis-4838 7 38 the the DET fis-4838 7 39 entire entire ADJ fis-4838 7 40 structure structure NOUN fis-4838 7 41 . . PUNCT fis-4838 8 1 in in ADP fis-4838 8 2 aircraft aircraft NOUN fis-4838 8 3 structures structure NOUN fis-4838 8 4 , , PUNCT fis-4838 8 5 damage damage NOUN fis-4838 8 6 is be AUX fis-4838 8 7 a a DET fis-4838 8 8 critical critical ADJ fis-4838 8 9 concern concern NOUN fis-4838 8 10 , , PUNCT fis-4838 8 11 often often ADV fis-4838 8 12 necessitating necessitate VERB fis-4838 8 13 the the DET fis-4838 8 14 replacement replacement NOUN fis-4838 8 15 of of ADP fis-4838 8 16 the the DET fis-4838 8 17 entire entire ADJ fis-4838 8 18 component component NOUN fis-4838 8 19 . . PUNCT fis-4838 9 1 to to PART fis-4838 9 2 address address VERB fis-4838 9 3 this this PRON fis-4838 9 4 , , PUNCT fis-4838 9 5 researchers researcher NOUN fis-4838 9 6 have have VERB fis-4838 9 7 leveraged leverage VERB fis-4838 9 8 advanced advanced ADJ fis-4838 9 9 composite composite ADJ fis-4838 9 10 materials material NOUN fis-4838 9 11 to to PART fis-4838 9 12 repair repair VERB fis-4838 9 13 damages damage NOUN fis-4838 9 14 , , PUNCT fis-4838 9 15 presenting present VERB fis-4838 9 16 a a DET fis-4838 9 17 highly highly ADV fis-4838 9 18 effective effective ADJ fis-4838 9 19 method method NOUN fis-4838 9 20 for for ADP fis-4838 9 21 addressing address VERB fis-4838 9 22 cracks crack NOUN fis-4838 9 23 . . PUNCT fis-4838 10 1 numerous numerous ADJ fis-4838 10 2 studies study NOUN fis-4838 10 3 , , PUNCT fis-4838 10 4 employing employ VERB fis-4838 10 5 experimental experimental ADJ fis-4838 10 6 , , PUNCT fis-4838 10 7 numerical numerical ADJ fis-4838 10 8 , , PUNCT fis-4838 10 9 and and CCONJ fis-4838 10 10 mathematical mathematical ADJ fis-4838 10 11 approaches approach NOUN fis-4838 10 12 , , PUNCT fis-4838 10 13 have have AUX fis-4838 10 14 demonstrated demonstrate VERB fis-4838 10 15 the the DET fis-4838 10 16 effectiveness effectiveness NOUN fis-4838 10 17 of of ADP fis-4838 10 18 using use VERB fis-4838 10 19 composite composite ADJ fis-4838 10 20 materials material NOUN fis-4838 10 21 for for ADP fis-4838 10 22 repairing repair VERB fis-4838 10 23 cracked crack VERB fis-4838 10 24 structures structure NOUN fis-4838 10 25 . . PUNCT fis-4838 11 1 the the DET fis-4838 11 2 current current ADJ fis-4838 11 3 study study NOUN fis-4838 11 4 reviews review VERB fis-4838 11 5 relevant relevant ADJ fis-4838 11 6 research research NOUN fis-4838 11 7 to to PART fis-4838 11 8 establish establish VERB fis-4838 11 9 the the DET fis-4838 11 10 novelty novelty NOUN fis-4838 11 11 of of ADP fis-4838 11 12 its its PRON fis-4838 11 13 approach approach NOUN fis-4838 11 14 . . PUNCT fis-4838 12 1 composite composite ADJ fis-4838 12 2 patches patch NOUN fis-4838 12 3 , , PUNCT fis-4838 12 4 when when SCONJ fis-4838 12 5 bonded bond VERB fis-4838 12 6 onto onto ADP fis-4838 12 7 cracked crack VERB fis-4838 12 8 or or CCONJ fis-4838 12 9 corroded corroded ADJ fis-4838 12 10 metallic metallic ADJ fis-4838 12 11 aircraft aircraft NOUN fis-4838 12 12 structures structure NOUN fis-4838 12 13 , , PUNCT fis-4838 12 14 offer offer VERB fis-4838 12 15 a a DET fis-4838 12 16 cost cost NOUN fis-4838 12 17 - - PUNCT fis-4838 12 18 effective effective ADJ fis-4838 12 19 solution solution NOUN fis-4838 12 20 for for ADP fis-4838 12 21 extending extend VERB fis-4838 12 22 service service NOUN fis-4838 12 23 life life NOUN fis-4838 12 24 and and CCONJ fis-4838 12 25 maintaining maintain VERB fis-4838 12 26 structural structural ADJ fis-4838 12 27 efficiency efficiency NOUN fis-4838 13 1 [ [ X fis-4838 13 2 1–4 1–4 NOUN fis-4838 13 3 ] ] X fis-4838 13 4 . . PUNCT fis-4838 14 1 the the DET fis-4838 14 2 design design NOUN fis-4838 14 3 of of ADP fis-4838 14 4 aircraft aircraft NOUN fis-4838 14 5 structures structure NOUN fis-4838 14 6 requires require VERB fis-4838 14 7 diligent diligent ADJ fis-4838 14 8 inspection inspection NOUN fis-4838 14 9 and and CCONJ fis-4838 14 10 monitoring monitoring NOUN fis-4838 14 11 of of ADP fis-4838 14 12 defects defect NOUN fis-4838 14 13 at at ADP fis-4838 14 14 regular regular ADJ fis-4838 14 15 intervals interval NOUN fis-4838 14 16 to to PART fis-4838 14 17 ensure ensure VERB fis-4838 14 18 damage damage NOUN fis-4838 14 19 tolerance tolerance NOUN fis-4838 14 20 and and CCONJ fis-4838 14 21 fail fail ADJ fis-4838 14 22 - - PUNCT fis-4838 14 23 safe safe ADJ fis-4838 14 24 operation operation NOUN fis-4838 14 25 . . PUNCT fis-4838 15 1 the the DET fis-4838 15 2 replacement replacement NOUN fis-4838 15 3 of of ADP fis-4838 15 4 damaged damage VERB fis-4838 15 5 structural structural ADJ fis-4838 15 6 components component NOUN fis-4838 15 7 significantly significantly ADV fis-4838 15 8 impacts impact VERB fis-4838 15 9 the the DET fis-4838 15 10 life life NOUN fis-4838 15 11 cycle cycle NOUN fis-4838 15 12 cost cost NOUN fis-4838 15 13 of of ADP fis-4838 15 14 an an DET fis-4838 15 15 airplane airplane NOUN fis-4838 15 16 . . PUNCT fis-4838 16 1 in in ADP fis-4838 16 2 recent recent ADJ fis-4838 16 3 years year NOUN fis-4838 16 4 , , PUNCT fis-4838 16 5 bonded bond VERB fis-4838 16 6 composite composite ADJ fis-4838 16 7 patches patch NOUN fis-4838 16 8 have have AUX fis-4838 16 9 gained gain VERB fis-4838 16 10 widespread widespread ADJ fis-4838 16 11 use use NOUN fis-4838 16 12 for for ADP fis-4838 16 13 repairing repair VERB fis-4838 16 14 cracks crack NOUN fis-4838 16 15 and and CCONJ fis-4838 16 16 defects defect NOUN fis-4838 16 17 in in ADP fis-4838 16 18 aircraft aircraft NOUN fis-4838 16 19 structures structure NOUN fis-4838 16 20 [ [ X fis-4838 16 21 5–7 5–7 NOUN fis-4838 16 22 ] ] PUNCT fis-4838 16 23 . . PUNCT fis-4838 17 1 this this DET fis-4838 17 2 technology technology NOUN fis-4838 17 3 provides provide VERB fis-4838 17 4 several several ADJ fis-4838 17 5 advantages advantage NOUN fis-4838 17 6 over over ADP fis-4838 17 7 traditional traditional ADJ fis-4838 17 8 methods method NOUN fis-4838 17 9 such such ADJ fis-4838 17 10 as as ADP fis-4838 17 11 mechanical mechanical ADJ fis-4838 17 12 fastening fastening NOUN fis-4838 17 13 or or CCONJ fis-4838 17 14 riveting riveting ADJ fis-4838 17 15 , , PUNCT fis-4838 17 16 including include VERB fis-4838 17 17 improved improved ADJ fis-4838 17 18 fatigue fatigue NOUN fis-4838 17 19 behavior behavior NOUN fis-4838 17 20 , , PUNCT fis-4838 17 21 restored restore VERB fis-4838 17 22 stiffness stiffness NOUN fis-4838 17 23 and and CCONJ fis-4838 17 24 strength strength NOUN fis-4838 17 25 , , PUNCT fis-4838 17 26 reduced reduced ADJ fis-4838 17 27 corrosion corrosion NOUN fis-4838 17 28 , , PUNCT fis-4838 17 29 and and CCONJ fis-4838 17 30 the the DET fis-4838 17 31 ability ability NOUN fis-4838 17 32 to to PART fis-4838 17 33 be be AUX fis-4838 17 34 readily readily ADV fis-4838 17 35 formed form VERB fis-4838 17 36 into into ADP fis-4838 17 37 complex complex ADJ fis-4838 17 38 shapes shape NOUN fis-4838 17 39 . . PUNCT fis-4838 18 1 the the DET fis-4838 18 2 use use NOUN fis-4838 18 3 of of ADP fis-4838 18 4 composite composite ADJ fis-4838 18 5 patches patch NOUN fis-4838 18 6 for for ADP fis-4838 18 7 repairing repair VERB fis-4838 18 8 cracked cracked ADJ fis-4838 18 9 plates plate NOUN fis-4838 18 10 has have AUX fis-4838 18 11 been be AUX fis-4838 18 12 extensively extensively ADV fis-4838 18 13 investigated investigate VERB fis-4838 18 14 , , PUNCT fis-4838 18 15 with with ADP fis-4838 18 16 researchers researcher NOUN fis-4838 18 17 exploring explore VERB fis-4838 18 18 different different ADJ fis-4838 18 19 shapes shape NOUN fis-4838 18 20 and and CCONJ fis-4838 18 21 variations variation NOUN fis-4838 18 22 to to PART fis-4838 18 23 improve improve VERB fis-4838 18 24 repair repair NOUN fis-4838 18 25 performance performance NOUN fis-4838 18 26 [ [ X fis-4838 18 27 8,9 8,9 NUM fis-4838 18 28 ] ] PUNCT fis-4838 18 29 . . PUNCT fis-4838 19 1 composite composite ADJ fis-4838 19 2 patches patch NOUN fis-4838 19 3 have have AUX fis-4838 19 4 been be AUX fis-4838 19 5 utilized utilize VERB fis-4838 19 6 by by ADP fis-4838 19 7 varying vary VERB fis-4838 19 8 parameters parameter NOUN fis-4838 19 9 , , PUNCT fis-4838 19 10 as as SCONJ fis-4838 19 11 demonstrated demonstrate VERB fis-4838 19 12 in in ADP fis-4838 19 13 studies study NOUN fis-4838 19 14 conducted conduct VERB fis-4838 19 15 by by ADP fis-4838 19 16 aabid aabid NOUN fis-4838 19 17 et et PROPN fis-4838 19 18 al al PROPN fis-4838 19 19 . . PUNCT fis-4838 20 1 [ [ X fis-4838 20 2 10 10 NUM fis-4838 20 3 ] ] PUNCT fis-4838 20 4 . . PUNCT fis-4838 21 1 recent recent ADJ fis-4838 21 2 studies study NOUN fis-4838 21 3 have have AUX fis-4838 21 4 adopted adopt VERB fis-4838 21 5 a a DET fis-4838 21 6 design design NOUN fis-4838 21 7 of of ADP fis-4838 21 8 experiments experiment NOUN fis-4838 21 9 ( ( PUNCT fis-4838 21 10 doe doe NOUN fis-4838 21 11 ) ) PUNCT fis-4838 21 12 approach approach NOUN fis-4838 21 13 to to PART fis-4838 21 14 investigate investigate VERB fis-4838 21 15 the the DET fis-4838 21 16 effect effect NOUN fis-4838 21 17 of of ADP fis-4838 21 18 material material NOUN fis-4838 21 19 properties property NOUN fis-4838 21 20 and and CCONJ fis-4838 21 21 dimensions dimension NOUN fis-4838 21 22 on on ADP fis-4838 21 23 repair repair NOUN fis-4838 21 24 performance performance NOUN fis-4838 21 25 , , PUNCT fis-4838 21 26 to to PART fis-4838 21 27 reduce reduce VERB fis-4838 21 28 computational computational ADJ fis-4838 21 29 and and CCONJ fis-4838 21 30 experimental experimental ADJ fis-4838 21 31 time time NOUN fis-4838 21 32 [ [ X fis-4838 21 33 11 11 NUM fis-4838 21 34 ] ] PUNCT fis-4838 21 35 . . PUNCT fis-4838 22 1 the the DET fis-4838 22 2 hybridization hybridization NOUN fis-4838 22 3 of of ADP fis-4838 22 4 multiple multiple ADJ fis-4838 22 5 volume volume NOUN fis-4838 22 6 fractions fraction NOUN fis-4838 22 7 of of ADP fis-4838 22 8 fibers fiber NOUN fis-4838 22 9 in in ADP fis-4838 22 10 composite composite ADJ fis-4838 22 11 patches patch NOUN fis-4838 22 12 of of ADP fis-4838 22 13 varying vary VERB fis-4838 22 14 stiffness stiffness NOUN fis-4838 22 15 has have AUX fis-4838 22 16 been be AUX fis-4838 22 17 studied study VERB fis-4838 22 18 to to PART fis-4838 22 19 identify identify VERB fis-4838 22 20 optimal optimal ADJ fis-4838 22 21 parameters parameter NOUN fis-4838 22 22 for for ADP fis-4838 22 23 minimizing minimize VERB fis-4838 22 24 sif sif NOUN fis-4838 23 1 [ [ X fis-4838 23 2 12 12 NUM fis-4838 23 3 ] ] PUNCT fis-4838 23 4 . . PUNCT fis-4838 24 1 the the DET fis-4838 24 2 lamina lamina ADJ fis-4838 24 3 composite composite ADJ fis-4838 24 4 patch patch NOUN fis-4838 24 5 has have VERB fis-4838 24 6 significant significant ADJ fis-4838 24 7 effect effect NOUN fis-4838 24 8 while while SCONJ fis-4838 24 9 having have VERB fis-4838 24 10 the the DET fis-4838 24 11 fiber fiber NOUN fis-4838 24 12 direction direction NOUN fis-4838 24 13 perpendicular perpendicular NOUN fis-4838 24 14 to to ADP fis-4838 24 15 the the DET fis-4838 24 16 crack crack NOUN fis-4838 24 17 length length NOUN fis-4838 24 18 and and CCONJ fis-4838 24 19 this this PRON fis-4838 24 20 has have AUX fis-4838 24 21 been be AUX fis-4838 24 22 proved prove VERB fis-4838 24 23 through through ADP fis-4838 24 24 the the DET fis-4838 24 25 finite finite ADJ fis-4838 24 26 element element NOUN fis-4838 24 27 ( ( PUNCT fis-4838 24 28 fe fe NOUN fis-4838 24 29 ) ) PUNCT fis-4838 24 30 simulations simulation NOUN fis-4838 24 31 [ [ X fis-4838 24 32 13 13 NUM fis-4838 24 33 ] ] PUNCT fis-4838 24 34 . . PUNCT fis-4838 25 1 in in ADP fis-4838 25 2 addition addition NOUN fis-4838 25 3 , , PUNCT fis-4838 25 4 a a DET fis-4838 25 5 hybrid hybrid ADJ fis-4838 25 6 repair repair NOUN fis-4838 25 7 technique technique NOUN fis-4838 25 8 that that PRON fis-4838 25 9 involved involve VERB fis-4838 25 10 bonded bond VERB fis-4838 25 11 and and CCONJ fis-4838 25 12 drilled drill VERB fis-4838 25 13 holes hole NOUN fis-4838 25 14 was be AUX fis-4838 25 15 used use VERB fis-4838 25 16 to to PART fis-4838 25 17 demonstrate demonstrate VERB fis-4838 25 18 repair repair NOUN fis-4838 25 19 performance performance NOUN fis-4838 25 20 in in ADP fis-4838 25 21 aircraft aircraft NOUN fis-4838 25 22 structures structure NOUN fis-4838 25 23 using use VERB fis-4838 25 24 elastoplastic elastoplastic ADJ fis-4838 25 25 analysis analysis NOUN fis-4838 25 26 [ [ X fis-4838 25 27 14 14 NUM fis-4838 25 28 ] ] PUNCT fis-4838 25 29 . . PUNCT fis-4838 26 1 the the DET fis-4838 26 2 bonded bond VERB fis-4838 26 3 composite composite ADJ fis-4838 26 4 repair repair NOUN fis-4838 26 5 method method NOUN fis-4838 26 6 has have AUX fis-4838 26 7 been be AUX fis-4838 26 8 extensively extensively ADV fis-4838 26 9 demonstrated demonstrate VERB fis-4838 26 10 through through ADP fis-4838 26 11 the the DET fis-4838 26 12 fe fe NOUN fis-4838 26 13 approach approach NOUN fis-4838 26 14 over over ADP fis-4838 26 15 the the DET fis-4838 26 16 last last ADJ fis-4838 26 17 four four NUM fis-4838 26 18 decades decade NOUN fis-4838 26 19 considering consider VERB fis-4838 26 20 all all DET fis-4838 26 21 possible possible ADJ fis-4838 26 22 aspects aspect NOUN fis-4838 26 23 of of ADP fis-4838 26 24 the the DET fis-4838 26 25 problem problem NOUN fis-4838 26 26 definition definition NOUN fis-4838 26 27 [ [ X fis-4838 26 28 15 15 NUM fis-4838 26 29 ] ] PUNCT fis-4838 26 30 . . PUNCT fis-4838 27 1 however however ADV fis-4838 27 2 , , PUNCT fis-4838 27 3 it it PRON fis-4838 27 4 has have AUX fis-4838 27 5 been be AUX fis-4838 27 6 stated state VERB fis-4838 27 7 that that SCONJ fis-4838 27 8 the the DET fis-4838 27 9 mathematical mathematical ADJ fis-4838 27 10 modelling modelling NOUN fis-4838 27 11 lacks lack VERB fis-4838 27 12 parametric parametric ADJ fis-4838 27 13 information information NOUN fis-4838 27 14 , , PUNCT fis-4838 27 15 and and CCONJ fis-4838 27 16 it it PRON fis-4838 27 17 can can AUX fis-4838 27 18 be be AUX fis-4838 27 19 considered consider VERB fis-4838 27 20 with with ADP fis-4838 27 21 limited limited ADJ fis-4838 27 22 parameters parameter NOUN fis-4838 27 23 from from ADP fis-4838 27 24 the the DET fis-4838 27 25 problem problem NOUN fis-4838 27 26 definition definition NOUN fis-4838 27 27 [ [ X fis-4838 27 28 16,17 16,17 NUM fis-4838 27 29 ] ] PUNCT fis-4838 27 30 . . PUNCT fis-4838 28 1 in in ADP fis-4838 28 2 recent recent ADJ fis-4838 28 3 years year NOUN fis-4838 28 4 , , PUNCT fis-4838 28 5 soft soft ADJ fis-4838 28 6 computing computing NOUN fis-4838 28 7 tools tool NOUN fis-4838 28 8 have have AUX fis-4838 28 9 become become VERB fis-4838 28 10 increasingly increasingly ADV fis-4838 28 11 popular popular ADJ fis-4838 28 12 in in ADP fis-4838 28 13 various various ADJ fis-4838 28 14 engineering engineering NOUN fis-4838 28 15 fields field NOUN fis-4838 28 16 for for ADP fis-4838 28 17 predicting predict VERB fis-4838 28 18 and and CCONJ fis-4838 28 19 solving solve VERB fis-4838 28 20 optimum optimum ADJ fis-4838 28 21 results result NOUN fis-4838 28 22 . . PUNCT fis-4838 29 1 ml ml PROPN fis-4838 29 2 algorithms algorithm NOUN fis-4838 29 3 are be AUX fis-4838 29 4 particularly particularly ADV fis-4838 29 5 useful useful ADJ fis-4838 29 6 in in ADP fis-4838 29 7 applications application NOUN fis-4838 29 8 where where SCONJ fis-4838 29 9 clear clear ADJ fis-4838 29 10 concepts concept NOUN fis-4838 29 11 can can AUX fis-4838 29 12 not not PART fis-4838 29 13 be be AUX fis-4838 29 14 obtained obtain VERB fis-4838 29 15 from from ADP fis-4838 29 16 experimentation experimentation NOUN fis-4838 29 17 data datum NOUN fis-4838 29 18 [ [ X fis-4838 29 19 18,19 18,19 NUM fis-4838 29 20 ] ] PUNCT fis-4838 29 21 . . PUNCT fis-4838 30 1 in in ADP fis-4838 30 2 mechanical mechanical ADJ fis-4838 30 3 engineering engineering NOUN fis-4838 30 4 , , PUNCT fis-4838 30 5 numerous numerous ADJ fis-4838 30 6 studies study NOUN fis-4838 30 7 have have AUX fis-4838 30 8 reported report VERB fis-4838 30 9 using use VERB fis-4838 30 10 ml ml NOUN fis-4838 30 11 algorithms algorithm NOUN fis-4838 30 12 , , PUNCT fis-4838 30 13 and and CCONJ fis-4838 30 14 some some DET fis-4838 30 15 technical technical ADJ fis-4838 30 16 approaches approach NOUN fis-4838 30 17 to to PART fis-4838 30 18 simplify simplify VERB fis-4838 30 19 mechanical mechanical ADJ fis-4838 30 20 problems problem NOUN fis-4838 30 21 can can AUX fis-4838 30 22 be be AUX fis-4838 30 23 found find VERB fis-4838 30 24 in in ADP fis-4838 30 25 the the DET fis-4838 30 26 review review NOUN fis-4838 30 27 work work NOUN fis-4838 30 28 of of ADP fis-4838 30 29 nasiri nasiri ADV fis-4838 30 30 et et PROPN fis-4838 30 31 al al PROPN fis-4838 30 32 . . PUNCT fis-4838 31 1 [ [ X fis-4838 31 2 20 20 NUM fis-4838 31 3 ] ] PUNCT fis-4838 31 4 . . PUNCT fis-4838 32 1 they they PRON fis-4838 32 2 explored explore VERB fis-4838 32 3 diverse diverse ADJ fis-4838 32 4 artificial artificial ADJ fis-4838 32 5 intelligence intelligence NOUN fis-4838 32 6 methods method NOUN fis-4838 32 7 , , PUNCT fis-4838 32 8 including include VERB fis-4838 32 9 fuzzy fuzzy ADJ fis-4838 32 10 logic logic NOUN fis-4838 32 11 , , PUNCT fis-4838 32 12 bayesian bayesian NOUN fis-4838 32 13 networks network NOUN fis-4838 32 14 , , PUNCT fis-4838 32 15 genetic genetic ADJ fis-4838 32 16 algorithms algorithm NOUN fis-4838 32 17 , , PUNCT fis-4838 32 18 and and CCONJ fis-4838 32 19 artificial artificial ADJ fis-4838 32 20 neural neural ADJ fis-4838 32 21 networks network NOUN fis-4838 32 22 , , PUNCT fis-4838 32 23 to to PART fis-4838 32 24 address address VERB fis-4838 32 25 fracture fracture NOUN fis-4838 32 26 mechanics mechanic NOUN fis-4838 32 27 issues issue NOUN fis-4838 32 28 . . PUNCT fis-4838 33 1 wang wang PROPN fis-4838 33 2 et et PROPN fis-4838 33 3 al al PROPN fis-4838 33 4 . . PUNCT fis-4838 34 1 [ [ X fis-4838 34 2 21 21 NUM fis-4838 34 3 ] ] PUNCT fis-4838 34 4 introduced introduce VERB fis-4838 34 5 a a DET fis-4838 34 6 fatigue fatigue NOUN fis-4838 34 7 crack crack NOUN fis-4838 34 8 growth growth NOUN fis-4838 34 9 calculation calculation NOUN fis-4838 34 10 approach approach NOUN fis-4838 34 11 utilizing utilize VERB fis-4838 34 12 ml ml ADP fis-4838 34 13 algorithms algorithm NOUN fis-4838 34 14 like like ADP fis-4838 34 15 the the DET fis-4838 34 16 extreme extreme ADJ fis-4838 34 17 learning learning NOUN fis-4838 34 18 machine machine NOUN fis-4838 34 19 . . PUNCT fis-4838 35 1 rovinelli rovinelli PROPN fis-4838 35 2 et et PROPN fis-4838 35 3 al al PROPN fis-4838 35 4 . . PUNCT fis-4838 36 1 [ [ X fis-4838 36 2 22 22 NUM fis-4838 36 3 ] ] PUNCT fis-4838 36 4 employed employ VERB fis-4838 36 5 an an DET fis-4838 36 6 ml ml X fis-4838 36 7 algorithm algorithm NOUN fis-4838 36 8 combined combine VERB fis-4838 36 9 with with ADP fis-4838 36 10 the the DET fis-4838 36 11 bayesian bayesian NOUN fis-4838 36 12 network network NOUN fis-4838 36 13 to to PART fis-4838 36 14 forecast forecast VERB fis-4838 36 15 variables variable NOUN fis-4838 36 16 such such ADJ fis-4838 36 17 as as ADP fis-4838 36 18 micro micro NOUN fis-4838 36 19 - - ADJ fis-4838 36 20 mechanical mechanical ADJ fis-4838 36 21 and and CCONJ fis-4838 36 22 micro micro ADJ fis-4838 36 23 - - ADJ fis-4838 36 24 structural structural ADJ fis-4838 36 25 factors factor NOUN fis-4838 36 26 influencing influence VERB fis-4838 36 27 fatigue fatigue NOUN fis-4838 36 28 crack crack NOUN fis-4838 36 29 propagation propagation NOUN fis-4838 36 30 direction direction NOUN fis-4838 36 31 and and CCONJ fis-4838 36 32 rate rate NOUN fis-4838 36 33 . . PUNCT fis-4838 37 1 balcloglu balcloglu PROPN fis-4838 37 2 et et PROPN fis-4838 37 3 al al PROPN fis-4838 37 4 . . PUNCT fis-4838 38 1 [ [ X fis-4838 38 2 23 23 NUM fis-4838 38 3 ] ] PUNCT fis-4838 38 4 employed employ VERB fis-4838 38 5 six six NUM fis-4838 38 6 artificial artificial ADJ fis-4838 38 7 neural neural ADJ fis-4838 38 8 network network NOUN fis-4838 38 9 algorithms algorithm NOUN fis-4838 38 10 to to PART fis-4838 38 11 optimize optimize VERB fis-4838 38 12 solutions solution NOUN fis-4838 38 13 for for ADP fis-4838 38 14 adhesively adhesively ADV fis-4838 38 15 bonded bond VERB fis-4838 38 16 pultruded pultrude VERB fis-4838 38 17 failure failure NOUN fis-4838 38 18 loads load NOUN fis-4838 38 19 . . PUNCT fis-4838 39 1 atilla atilla PROPN fis-4838 39 2 et et PROPN fis-4838 39 3 al al PROPN fis-4838 39 4 . . PUNCT fis-4838 40 1 [ [ X fis-4838 40 2 24 24 NUM fis-4838 40 3 ] ] PUNCT fis-4838 40 4 utilized utilize VERB fis-4838 40 5 the the DET fis-4838 40 6 levenberg levenberg PROPN fis-4838 40 7 – – PUNCT fis-4838 40 8 marquardt marquardt PROPN fis-4838 40 9 backpropagation backpropagation NOUN fis-4838 40 10 algorithm algorithm NOUN fis-4838 40 11 for for ADP fis-4838 40 12 predicting predict VERB fis-4838 40 13 the the DET fis-4838 40 14 buckling buckle VERB fis-4838 40 15 load load NOUN fis-4838 40 16 and and CCONJ fis-4838 40 17 natural natural ADJ fis-4838 40 18 frequency frequency NOUN fis-4838 40 19 of of ADP fis-4838 40 20 laminated laminate VERB fis-4838 40 21 composites composite NOUN fis-4838 40 22 . . PUNCT fis-4838 41 1 lastly lastly ADV fis-4838 41 2 , , PUNCT fis-4838 41 3 simsek simsek VERB fis-4838 41 4 et et NOUN fis-4838 41 5 al al PROPN fis-4838 41 6 . . PUNCT fis-4838 42 1 [ [ X fis-4838 42 2 25 25 NUM fis-4838 42 3 ] ] PUNCT fis-4838 42 4 conducted conduct VERB fis-4838 42 5 damage damage NOUN fis-4838 42 6 detection detection NOUN fis-4838 42 7 in in ADP fis-4838 42 8 anisotropic anisotropic NOUN fis-4838 42 9 - - PUNCT fis-4838 42 10 laminated laminate VERB fis-4838 42 11 composite composite ADJ fis-4838 42 12 beams beam NOUN fis-4838 42 13 based base VERB fis-4838 42 14 on on ADP fis-4838 42 15 incomplete incomplete ADJ fis-4838 42 16 modal modal ADJ fis-4838 42 17 data datum NOUN fis-4838 42 18 and and CCONJ fis-4838 42 19 teaching teaching NOUN fis-4838 42 20 – – PUNCT fis-4838 42 21 learning learning NOUN fis-4838 42 22 - - PUNCT fis-4838 42 23 based base VERB fis-4838 42 24 optimization optimization NOUN fis-4838 42 25 . . PUNCT fis-4838 43 1 the the DET fis-4838 43 2 above above ADJ fis-4838 43 3 works work NOUN fis-4838 43 4 show show VERB fis-4838 43 5 the the DET fis-4838 43 6 effectiveness effectiveness NOUN fis-4838 43 7 of of ADP fis-4838 43 8 using use VERB fis-4838 43 9 a a DET fis-4838 43 10 soft soft ADJ fis-4838 43 11 - - PUNCT fis-4838 43 12 computing compute VERB fis-4838 43 13 approach approach NOUN fis-4838 43 14 and and CCONJ fis-4838 43 15 slight slight ADJ fis-4838 43 16 sign sign NOUN fis-4838 43 17 for for SCONJ fis-4838 43 18 new new ADJ fis-4838 43 19 researchers researcher NOUN fis-4838 43 20 to to PART fis-4838 43 21 utilize utilize VERB fis-4838 43 22 these these DET fis-4838 43 23 technologies technology NOUN fis-4838 43 24 for for ADP fis-4838 43 25 enhancing enhance VERB fis-4838 43 26 repair repair NOUN fis-4838 43 27 performance performance NOUN fis-4838 43 28 . . PUNCT fis-4838 44 1 after after ADP fis-4838 44 2 conducting conduct VERB fis-4838 44 3 a a DET fis-4838 44 4 critical critical ADJ fis-4838 44 5 review review NOUN fis-4838 44 6 of of ADP fis-4838 44 7 bonded bond VERB fis-4838 44 8 composite composite ADJ fis-4838 44 9 repairs repair NOUN fis-4838 44 10 for for ADP fis-4838 44 11 mode-1 mode-1 NOUN fis-4838 44 12 crack crack NOUN fis-4838 44 13 propagation propagation NOUN fis-4838 44 14 , , PUNCT fis-4838 44 15 it it PRON fis-4838 44 16 was be AUX fis-4838 44 17 discovered discover VERB fis-4838 44 18 that that SCONJ fis-4838 44 19 various various ADJ fis-4838 44 20 types type NOUN fis-4838 44 21 of of ADP fis-4838 44 22 patch patch ADJ fis-4838 44 23 materials material NOUN fis-4838 44 24 were be AUX fis-4838 44 25 used use VERB fis-4838 44 26 to to PART fis-4838 44 27 enhance enhance VERB fis-4838 44 28 repair repair NOUN fis-4838 44 29 performance performance NOUN fis-4838 44 30 . . PUNCT fis-4838 45 1 furthermore furthermore ADV fis-4838 45 2 , , PUNCT fis-4838 45 3 patch patch VERB fis-4838 45 4 dimensions dimension NOUN fis-4838 45 5 and and CCONJ fis-4838 45 6 shapes shape NOUN fis-4838 45 7 were be AUX fis-4838 45 8 varied varied ADJ fis-4838 45 9 for for ADP fis-4838 45 10 the the DET fis-4838 45 11 same same ADJ fis-4838 45 12 region region NOUN fis-4838 45 13 . . PUNCT fis-4838 46 1 despite despite SCONJ fis-4838 46 2 this this DET fis-4838 46 3 research research NOUN fis-4838 46 4 and and CCONJ fis-4838 46 5 the the DET fis-4838 46 6 authors author NOUN fis-4838 46 7 ' ' PART fis-4838 46 8 knowledge knowledge NOUN fis-4838 46 9 from from ADP fis-4838 46 10 the the DET fis-4838 46 11 past past ADJ fis-4838 46 12 four four NUM fis-4838 46 13 decades decade NOUN fis-4838 46 14 , , PUNCT fis-4838 46 15 attention attention NOUN fis-4838 46 16 has have AUX fis-4838 46 17 not not PART fis-4838 46 18 been be AUX fis-4838 46 19 given give VERB fis-4838 46 20 to to ADP fis-4838 46 21 the the DET fis-4838 46 22 influence influence NOUN fis-4838 46 23 of of ADP fis-4838 46 24 the the DET fis-4838 46 25 ml ml NOUN fis-4838 46 26 algorithms algorithm NOUN fis-4838 46 27 with with ADP fis-4838 46 28 the the DET fis-4838 46 29 use use NOUN fis-4838 46 30 of of ADP fis-4838 46 31 analytical analytical ADJ fis-4838 46 32 data datum NOUN fis-4838 46 33 on on ADP fis-4838 46 34 the the DET fis-4838 46 35 repair repair NOUN fis-4838 46 36 of of ADP fis-4838 46 37 cracked crack VERB fis-4838 46 38 plates plate NOUN fis-4838 46 39 for for ADP fis-4838 46 40 mode mode NOUN fis-4838 46 41 - - PUNCT fis-4838 46 42 i i PRON fis-4838 46 43 crack crack VERB fis-4838 46 44 propagation propagation NOUN fis-4838 46 45 . . PUNCT fis-4838 47 1 thus thus ADV fis-4838 47 2 , , PUNCT fis-4838 47 3 the the DET fis-4838 47 4 primary primary ADJ fis-4838 47 5 contribution contribution NOUN fis-4838 47 6 of of ADP fis-4838 47 7 the the DET fis-4838 47 8 current current ADJ fis-4838 47 9 work work NOUN fis-4838 47 10 is be AUX fis-4838 47 11 to to PART fis-4838 47 12 identify identify VERB fis-4838 47 13 the the DET fis-4838 47 14 effectiveness effectiveness NOUN fis-4838 47 15 of of ADP fis-4838 47 16 parameters parameter NOUN fis-4838 47 17 to to PART fis-4838 47 18 mitigate mitigate VERB fis-4838 47 19 the the DET fis-4838 47 20 sif sif NOUN fis-4838 47 21 to to PART fis-4838 47 22 enhance enhance VERB fis-4838 47 23 bonded bond VERB fis-4838 47 24 composite composite ADJ fis-4838 47 25 repair repair NOUN fis-4838 47 26 performance performance NOUN fis-4838 47 27 through through ADP fis-4838 47 28 ml ml NOUN fis-4838 47 29 algorithms algorithm NOUN fis-4838 47 30 . . PUNCT fis-4838 48 1 to to PART fis-4838 48 2 conduct conduct VERB fis-4838 48 3 this this DET fis-4838 48 4 study study NOUN fis-4838 48 5 calculated calculate VERB fis-4838 48 6 a a DET fis-4838 48 7 training training NOUN fis-4838 48 8 dataset dataset NOUN fis-4838 48 9 connecting connect VERB fis-4838 48 10 the the DET fis-4838 48 11 patch patch ADJ fis-4838 48 12 and and CCONJ fis-4838 48 13 adhesive adhesive ADJ fis-4838 48 14 parameters parameter NOUN fis-4838 48 15 for for ADP fis-4838 48 16 the the DET fis-4838 48 17 sif sif NOUN fis-4838 48 18 using use VERB fis-4838 48 19 the the DET fis-4838 48 20 analytical analytical ADJ fis-4838 48 21 model model NOUN fis-4838 48 22 ( ( PUNCT fis-4838 48 23 eqn eqn NOUN fis-4838 48 24 . . PROPN fis-4838 48 25 2 2 NUM fis-4838 48 26 ) ) PUNCT fis-4838 48 27 and and CCONJ fis-4838 48 28 compare compare VERB fis-4838 48 29 c c NOUN fis-4838 48 30 a. a. NOUN fis-4838 48 31 aabid aabid PROPN fis-4838 48 32 et et PROPN fis-4838 48 33 alii alii PROPN fis-4838 48 34 , , PUNCT fis-4838 48 35 frattura frattura PROPN fis-4838 48 36 ed ed PROPN fis-4838 48 37 integrità integrità PROPN fis-4838 48 38 strutturale strutturale PROPN fis-4838 48 39 , , PUNCT fis-4838 48 40 68 68 NUM fis-4838 48 41 ( ( PUNCT fis-4838 48 42 2024 2024 NUM fis-4838 48 43 ) ) PUNCT fis-4838 48 44 310 310 NUM fis-4838 48 45 - - SYM fis-4838 48 46 324 324 NUM fis-4838 48 47 ; ; PUNCT fis-4838 48 48 doi doi NOUN fis-4838 48 49 : : PUNCT fis-4838 48 50 10.3221 10.3221 NUM fis-4838 48 51 / / SYM fis-4838 48 52 igf igf PROPN fis-4838 48 53 - - ADJ fis-4838 48 54 esis.68.21 esis.68.21 ADJ fis-4838 48 55 312 312 NUM fis-4838 48 56 different different ADJ fis-4838 48 57 regression regression NOUN fis-4838 48 58 ml ml NOUN fis-4838 48 59 models model NOUN fis-4838 48 60 to to PART fis-4838 48 61 approximate approximate VERB fis-4838 48 62 these these DET fis-4838 48 63 data datum NOUN fis-4838 48 64 for for ADP fis-4838 48 65 the the DET fis-4838 48 66 accuracy accuracy NOUN fis-4838 48 67 of of ADP fis-4838 48 68 the the DET fis-4838 48 69 results result NOUN fis-4838 48 70 to to PART fis-4838 48 71 enhance enhance VERB fis-4838 48 72 the the DET fis-4838 48 73 bonded bond VERB fis-4838 48 74 repair repair NOUN fis-4838 48 75 performance performance NOUN fis-4838 48 76 . . PUNCT fis-4838 49 1 problem problem NOUN fis-4838 49 2 formulation formulation NOUN fis-4838 49 3 ased ase VERB fis-4838 49 4 on on ADP fis-4838 49 5 fig fig NOUN fis-4838 49 6 . . PUNCT fis-4838 50 1 1 1 NUM fis-4838 50 2 , , PUNCT fis-4838 50 3 the the DET fis-4838 50 4 focus focus NOUN fis-4838 50 5 is be AUX fis-4838 50 6 on on ADP fis-4838 50 7 a a DET fis-4838 50 8 center center NOUN fis-4838 50 9 - - PUNCT fis-4838 50 10 cracked crack VERB fis-4838 50 11 plate plate NOUN fis-4838 50 12 with with ADP fis-4838 50 13 a a DET fis-4838 50 14 crack crack NOUN fis-4838 50 15 length length NOUN fis-4838 50 16 of of ADP fis-4838 50 17 2a 2a NUM fis-4838 50 18 , , PUNCT fis-4838 50 19 repaired repair VERB fis-4838 50 20 by by ADP fis-4838 50 21 a a DET fis-4838 50 22 bonded bond VERB fis-4838 50 23 composite composite ADJ fis-4838 50 24 strip strip NOUN fis-4838 50 25 of of ADP fis-4838 50 26 height height NOUN fis-4838 50 27 2h 2h NUM fis-4838 50 28 across across ADP fis-4838 50 29 a a DET fis-4838 50 30 width width NOUN fis-4838 50 31 of of ADP fis-4838 50 32 2w 2w NUM fis-4838 50 33 . . PUNCT fis-4838 51 1 a a DET fis-4838 51 2 uniform uniform ADJ fis-4838 51 3 tensile tensile NOUN fis-4838 51 4 stress stress NOUN fis-4838 51 5 σ0 σ0 PROPN fis-4838 51 6 is be AUX fis-4838 51 7 applied apply VERB fis-4838 51 8 to to ADP fis-4838 51 9 the the DET fis-4838 51 10 plate plate NOUN fis-4838 51 11 perpendicular perpendicular NOUN fis-4838 51 12 to to ADP fis-4838 51 13 the the DET fis-4838 51 14 crack crack NOUN fis-4838 51 15 . . PUNCT fis-4838 52 1 the the DET fis-4838 52 2 objective objective NOUN fis-4838 52 3 is be AUX fis-4838 52 4 to to PART fis-4838 52 5 mitigate mitigate VERB fis-4838 52 6 the the DET fis-4838 52 7 sif sif NOUN fis-4838 52 8 in in ADP fis-4838 52 9 the the DET fis-4838 52 10 repaired repair VERB fis-4838 52 11 plate plate NOUN fis-4838 52 12 , , PUNCT fis-4838 52 13 considering consider VERB fis-4838 52 14 the the DET fis-4838 52 15 crack crack NOUN fis-4838 52 16 length length NOUN fis-4838 52 17 and and CCONJ fis-4838 52 18 relevant relevant ADJ fis-4838 52 19 parameters parameter NOUN fis-4838 52 20 of of ADP fis-4838 52 21 the the DET fis-4838 52 22 patched patch VERB fis-4838 52 23 system system NOUN fis-4838 52 24 , , PUNCT fis-4838 52 25 such such ADJ fis-4838 52 26 as as ADP fis-4838 52 27 thickness thickness NOUN fis-4838 52 28 , , PUNCT fis-4838 52 29 width width ADJ fis-4838 52 30 , , PUNCT fis-4838 52 31 height height NOUN fis-4838 52 32 , , PUNCT fis-4838 52 33 adhesive adhesive ADJ fis-4838 52 34 thickness thickness NOUN fis-4838 52 35 , , PUNCT fis-4838 52 36 and and CCONJ fis-4838 52 37 shear shear NOUN fis-4838 52 38 modulus modulus NOUN fis-4838 52 39 . . PUNCT fis-4838 53 1 the the DET fis-4838 53 2 subscripts subscript NOUN fis-4838 53 3 p p NOUN fis-4838 53 4 and and CCONJ fis-4838 53 5 a a DET fis-4838 53 6 distinguish distinguish ADJ fis-4838 53 7 properties property NOUN fis-4838 53 8 related relate VERB fis-4838 53 9 to to ADP fis-4838 53 10 the the DET fis-4838 53 11 patch patch NOUN fis-4838 53 12 and and CCONJ fis-4838 53 13 adhesive adhesive ADJ fis-4838 53 14 layer layer NOUN fis-4838 53 15 . . PUNCT fis-4838 54 1 due due ADP fis-4838 54 2 to to ADP fis-4838 54 3 the the DET fis-4838 54 4 bending bend VERB fis-4838 54 5 moment moment NOUN fis-4838 54 6 in in ADP fis-4838 54 7 the the DET fis-4838 54 8 repaired repaired ADJ fis-4838 54 9 region region NOUN fis-4838 54 10 , , PUNCT fis-4838 54 11 stress stress NOUN fis-4838 54 12 , , PUNCT fis-4838 54 13 strain strain NOUN fis-4838 54 14 , , PUNCT fis-4838 54 15 and and CCONJ fis-4838 54 16 displacement displacement NOUN fis-4838 54 17 vary vary VERB fis-4838 54 18 through through ADP fis-4838 54 19 the the DET fis-4838 54 20 plate plate NOUN fis-4838 54 21 thickness thickness NOUN fis-4838 54 22 , , PUNCT fis-4838 54 23 causing cause VERB fis-4838 54 24 the the DET fis-4838 54 25 sif sif NOUN fis-4838 54 26 to to PART fis-4838 54 27 vary vary VERB fis-4838 54 28 across across ADP fis-4838 54 29 the the DET fis-4838 54 30 crack crack NOUN fis-4838 54 31 front front NOUN fis-4838 54 32 . . PUNCT fis-4838 55 1 according accord VERB fis-4838 55 2 to to ADP fis-4838 55 3 reissner reissner PROPN fis-4838 55 4 's 's PART fis-4838 55 5 [ [ X fis-4838 55 6 26 26 NUM fis-4838 55 7 ] ] X fis-4838 55 8 shear shear ADJ fis-4838 55 9 deformation deformation NOUN fis-4838 55 10 theory theory NOUN fis-4838 55 11 for for ADP fis-4838 55 12 plates plate NOUN fis-4838 55 13 , , PUNCT fis-4838 55 14 the the DET fis-4838 55 15 crack crack NOUN fis-4838 55 16 tip tip NOUN fis-4838 55 17 singular singular ADJ fis-4838 55 18 field field NOUN fis-4838 55 19 for for ADP fis-4838 55 20 a a DET fis-4838 55 21 cracked crack VERB fis-4838 55 22 plate plate NOUN fis-4838 55 23 under under ADP fis-4838 55 24 membrane membrane NOUN fis-4838 55 25 and and CCONJ fis-4838 55 26 bending bend VERB fis-4838 55 27 stresses stress NOUN fis-4838 55 28 has have VERB fis-4838 55 29 the the DET fis-4838 55 30 same same ADJ fis-4838 55 31 functional functional ADJ fis-4838 55 32 form form NOUN fis-4838 55 33 as as ADP fis-4838 55 34 a a DET fis-4838 55 35 plate plate NOUN fis-4838 55 36 under under ADP fis-4838 55 37 extensional extensional ADJ fis-4838 55 38 load load NOUN fis-4838 55 39 only only ADV fis-4838 55 40 [ [ X fis-4838 55 41 27–29 27–29 X fis-4838 55 42 ] ] PUNCT fis-4838 55 43 , , PUNCT fis-4838 55 44 with with ADP fis-4838 55 45 the the DET fis-4838 55 46 sif sif PROPN fis-4838 55 47 linearly linearly ADV fis-4838 55 48 varying vary VERB fis-4838 55 49 through through ADP fis-4838 55 50 the the DET fis-4838 55 51 plate plate NOUN fis-4838 55 52 thickness thickness NOUN fis-4838 55 53 . . PUNCT fis-4838 56 1 this this PRON fis-4838 56 2 implies imply VERB fis-4838 56 3 that that SCONJ fis-4838 56 4 the the DET fis-4838 56 5 y y NOUN fis-4838 56 6 - - NOUN fis-4838 56 7 stress stress NOUN fis-4838 56 8 at at ADP fis-4838 56 9 position position NOUN fis-4838 56 10 r r NOUN fis-4838 56 11 ahead ahead ADV fis-4838 56 12 of of ADP fis-4838 56 13 the the DET fis-4838 56 14 crack crack NOUN fis-4838 56 15 tip tip NOUN fis-4838 56 16 is be AUX fis-4838 56 17 described describe VERB fis-4838 56 18 in in ADP fis-4838 56 19 wang wang PROPN fis-4838 56 20 et et PROPN fis-4838 56 21 al al PROPN fis-4838 56 22 . . PUNCT fis-4838 57 1 [ [ X fis-4838 57 2 29 29 NUM fis-4838 57 3 ] ] X fis-4838 57 4 analytical analytical ADJ fis-4838 57 5 investigation investigation NOUN fis-4838 57 6 . . PUNCT fis-4838 58 1 figure figure VERB fis-4838 58 2 1 1 NUM fis-4838 58 3 : : PUNCT fis-4838 58 4 geometrical geometrical ADJ fis-4838 58 5 model model NOUN fis-4838 58 6 of of ADP fis-4838 58 7 the the DET fis-4838 58 8 patched patch VERB fis-4838 58 9 structure structure NOUN fis-4838 58 10 . . PUNCT fis-4838 59 1 referring refer VERB fis-4838 59 2 to to ADP fis-4838 59 3 materials material NOUN fis-4838 59 4 of of ADP fis-4838 59 5 plate plate NOUN fis-4838 59 6 , , PUNCT fis-4838 59 7 patch patch NOUN fis-4838 59 8 , , PUNCT fis-4838 59 9 and and CCONJ fis-4838 59 10 adhesive adhesive ADJ fis-4838 59 11 bond bond NOUN fis-4838 59 12 this this DET fis-4838 59 13 investigation investigation NOUN fis-4838 59 14 used use VERB fis-4838 59 15 aluminium aluminium NOUN fis-4838 59 16 2024 2024 NUM fis-4838 59 17 - - PUNCT fis-4838 59 18 t3 t3 NOUN fis-4838 59 19 , , PUNCT fis-4838 59 20 reinforced reinforce VERB fis-4838 59 21 composite composite NOUN fis-4838 59 22 , , PUNCT fis-4838 59 23 and and CCONJ fis-4838 59 24 araldite araldite VERB fis-4838 59 25 2014 2014 NUM fis-4838 59 26 respectively respectively ADV fis-4838 59 27 . . PUNCT fis-4838 60 1 the the DET fis-4838 60 2 properties property NOUN fis-4838 60 3 given give VERB fis-4838 60 4 for for ADP fis-4838 60 5 the the DET fis-4838 60 6 cracked crack VERB fis-4838 60 7 plate plate NOUN fis-4838 60 8 are be AUX fis-4838 60 9 a a DET fis-4838 60 10 density density NOUN fis-4838 60 11 of of ADP fis-4838 60 12 2715 2715 NUM fis-4838 60 13 kg kg PROPN fis-4838 60 14 / / SYM fis-4838 60 15 m3 m3 PROPN fis-4838 60 16 , , PUNCT fis-4838 60 17 poisson poisson PROPN fis-4838 60 18 ’s ’s PART fis-4838 60 19 ratio ratio NOUN fis-4838 60 20 of of ADP fis-4838 60 21 0.33 0.33 NUM fis-4838 60 22 , , PUNCT fis-4838 60 23 and and CCONJ fis-4838 60 24 young young ADJ fis-4838 60 25 ’s ’s PART fis-4838 60 26 modulus modulus NOUN fis-4838 60 27 of of ADP fis-4838 60 28 68.95 68.95 NUM fis-4838 60 29 gpa gpa NOUN fis-4838 60 30 with with ADP fis-4838 60 31 dimensions dimension NOUN fis-4838 60 32 of of ADP fis-4838 60 33 200 200 NUM fis-4838 60 34 mm mm NOUN fis-4838 60 35 of of ADP fis-4838 60 36 height height NOUN fis-4838 60 37 , , PUNCT fis-4838 60 38 40 40 NUM fis-4838 60 39 mm mm NOUN fis-4838 60 40 of of ADP fis-4838 60 41 width width NOUN fis-4838 60 42 , , PUNCT fis-4838 60 43 and and CCONJ fis-4838 60 44 1 1 NUM fis-4838 60 45 mm mm NOUN fis-4838 60 46 of of ADP fis-4838 60 47 thickness thickness NOUN fis-4838 60 48 . . PUNCT fis-4838 61 1 whereas whereas SCONJ fis-4838 61 2 the the DET fis-4838 61 3 reinforced reinforce VERB fis-4838 61 4 composite composite NOUN fis-4838 61 5 has have VERB fis-4838 61 6 the the DET fis-4838 61 7 poisson poisson NOUN fis-4838 61 8 ’s ’s PART fis-4838 61 9 ratio ratio NOUN fis-4838 61 10 = = SYM fis-4838 61 11 0.35 0.35 NUM fis-4838 61 12 , , PUNCT fis-4838 61 13 young young ADJ fis-4838 61 14 ’s ’s PART fis-4838 61 15 modulus modulus NOUN fis-4838 61 16 = = SYM fis-4838 61 17 16.68 16.68 NUM fis-4838 61 18 gpa gpa PROPN fis-4838 61 19 , , PUNCT fis-4838 61 20 and and CCONJ fis-4838 61 21 shear shear NOUN fis-4838 61 22 modulus modulus NOUN fis-4838 61 23 = = NUM fis-4838 61 24 2.56 2.56 NUM fis-4838 61 25 gpa gpa NOUN fis-4838 61 26 with with ADP fis-4838 61 27 the the DET fis-4838 61 28 dimensions dimension NOUN fis-4838 61 29 are be AUX fis-4838 61 30 20 20 NUM fis-4838 61 31 mm mm NOUN fis-4838 61 32 in in ADP fis-4838 61 33 height height NOUN fis-4838 61 34 / / SYM fis-4838 61 35 width width NOUN fis-4838 61 36 and and CCONJ fis-4838 61 37 0.5 0.5 NUM fis-4838 61 38 mm mm NOUN fis-4838 61 39 in in ADP fis-4838 61 40 thickness thickness NOUN fis-4838 61 41 . . PUNCT fis-4838 62 1 the the DET fis-4838 62 2 plate plate NOUN fis-4838 62 3 contains contain VERB fis-4838 62 4 a a DET fis-4838 62 5 crack crack NOUN fis-4838 62 6 length length NOUN fis-4838 62 7 of of ADP fis-4838 62 8 20 20 NUM fis-4838 62 9 mm mm NOUN fis-4838 62 10 at at ADP fis-4838 62 11 the the DET fis-4838 62 12 central central ADJ fis-4838 62 13 and and CCONJ fis-4838 62 14 a a DET fis-4838 62 15 composite composite ADJ fis-4838 62 16 patch patch NOUN fis-4838 62 17 bonded bond VERB fis-4838 62 18 fully fully ADV fis-4838 62 19 on on ADP fis-4838 62 20 the the DET fis-4838 62 21 cracked crack VERB fis-4838 62 22 area area NOUN fis-4838 62 23 using use VERB fis-4838 62 24 the the DET fis-4838 62 25 araldite araldite ADJ fis-4838 62 26 2014 2014 NUM fis-4838 62 27 adhesive adhesive ADJ fis-4838 62 28 bond bond NOUN fis-4838 62 29 . . PUNCT fis-4838 63 1 the the DET fis-4838 63 2 properties property NOUN fis-4838 63 3 of of ADP fis-4838 63 4 the the DET fis-4838 63 5 adhesive adhesive ADJ fis-4838 63 6 bond bond NOUN fis-4838 63 7 are be AUX fis-4838 63 8 a a DET fis-4838 63 9 density density NOUN fis-4838 63 10 of of ADP fis-4838 63 11 1160 1160 NUM fis-4838 63 12 kg kg NOUN fis-4838 63 13 / / SYM fis-4838 63 14 m3 m3 PROPN fis-4838 63 15 , , PUNCT fis-4838 63 16 poisson poisson PROPN fis-4838 63 17 ’s ’s PART fis-4838 63 18 ratio ratio NOUN fis-4838 63 19 of of ADP fis-4838 63 20 0.345 0.345 NUM fis-4838 63 21 , , PUNCT fis-4838 63 22 young young ADJ fis-4838 63 23 ’s ’s PART fis-4838 63 24 modulus modulus NOUN fis-4838 63 25 of of ADP fis-4838 63 26 5.1 5.1 NUM fis-4838 63 27 gpa gpa NOUN fis-4838 63 28 , , PUNCT fis-4838 63 29 and and CCONJ fis-4838 63 30 shear shear NOUN fis-4838 63 31 modulus modulus NOUN fis-4838 63 32 is be AUX fis-4838 63 33 1.2 1.2 NUM fis-4838 63 34 gpa gpa NOUN fis-4838 63 35 with with ADP fis-4838 63 36 dimensions dimension NOUN fis-4838 63 37 are be AUX fis-4838 63 38 20 20 NUM fis-4838 63 39 mm mm NOUN fis-4838 63 40 of of ADP fis-4838 63 41 height height NOUN fis-4838 63 42 / / SYM fis-4838 63 43 width width NOUN fis-4838 63 44 and and CCONJ fis-4838 63 45 0.03 0.03 NUM fis-4838 63 46 mm mm NOUN fis-4838 63 47 of of ADP fis-4838 63 48 thickness thickness NOUN fis-4838 63 49 . . PUNCT fis-4838 64 1 fig fig NOUN fis-4838 64 2 . . PUNCT fis-4838 65 1 1 1 NUM fis-4838 65 2 illustrates illustrate VERB fis-4838 65 3 the the DET fis-4838 65 4 complete complete ADJ fis-4838 65 5 model model NOUN fis-4838 65 6 for for ADP fis-4838 65 7 the the DET fis-4838 65 8 analytical analytical ADJ fis-4838 65 9 investigation investigation NOUN fis-4838 65 10 . . PUNCT fis-4838 66 1 analytical analytical ADJ fis-4838 66 2 modelling modelling NOUN fis-4838 66 3 unrepaired unrepaired ADJ fis-4838 66 4 plate plate NOUN fis-4838 66 5 ( ( PUNCT fis-4838 66 6 theoretical theoretical ADJ fis-4838 66 7 formula formula NOUN fis-4838 66 8 ) ) PUNCT fis-4838 66 9 prior prior ADJ fis-4838 66 10 study study NOUN fis-4838 66 11 in in ADP fis-4838 66 12 fracture fracture PROPN fis-4838 66 13 mechanics mechanic NOUN fis-4838 66 14 has have AUX fis-4838 66 15 established establish VERB fis-4838 66 16 a a DET fis-4838 66 17 formula formula NOUN fis-4838 66 18 within within ADP fis-4838 66 19 the the DET fis-4838 66 20 framework framework NOUN fis-4838 66 21 of of ADP fis-4838 66 22 linear linear ADJ fis-4838 66 23 elastic elastic ADJ fis-4838 66 24 fracture fracture NOUN fis-4838 66 25 mechanics mechanic NOUN fis-4838 66 26 ( ( PUNCT fis-4838 66 27 lefm lefm PROPN fis-4838 66 28 ) ) PUNCT fis-4838 66 29 to to PART fis-4838 66 30 compute compute VERB fis-4838 66 31 the the DET fis-4838 66 32 sif sif NOUN fis-4838 66 33 for for ADP fis-4838 66 34 an an DET fis-4838 66 35 infinite infinite ADJ fis-4838 66 36 fractured fractured ADJ fis-4838 66 37 plate plate NOUN fis-4838 66 38 . . PUNCT fis-4838 67 1 the the DET fis-4838 67 2 sif sif PROPN fis-4838 67 3 characterizes characterize VERB fis-4838 67 4 stress stress NOUN fis-4838 67 5 distribution distribution NOUN fis-4838 67 6 at at ADP fis-4838 67 7 the the DET fis-4838 67 8 crack crack NOUN fis-4838 67 9 tip tip NOUN fis-4838 67 10 in in ADP fis-4838 67 11 a a DET fis-4838 67 12 linear linear ADJ fis-4838 67 13 elastic elastic ADJ fis-4838 67 14 material material NOUN fis-4838 67 15 , , PUNCT fis-4838 67 16 with with ADP fis-4838 67 17 σ0 σ0 PROPN fis-4838 67 18 representing represent VERB fis-4838 67 19 the the DET fis-4838 67 20 uniaxial uniaxial ADJ fis-4838 67 21 tensile tensile NOUN fis-4838 67 22 load load VERB fis-4838 67 23 perpendicular perpendicular NOUN fis-4838 67 24 to to ADP fis-4838 67 25 the the DET fis-4838 67 26 crack crack VERB fis-4838 67 27 b b PROPN fis-4838 67 28 a a DET fis-4838 67 29 a. a. NOUN fis-4838 67 30 aabid aabid NOUN fis-4838 67 31 et et PROPN fis-4838 67 32 alii alii PROPN fis-4838 67 33 , , PUNCT fis-4838 67 34 frattura frattura PROPN fis-4838 67 35 ed ed PROPN fis-4838 67 36 integrità integrità PROPN fis-4838 67 37 strutturale strutturale PROPN fis-4838 67 38 , , PUNCT fis-4838 67 39 68 68 NUM fis-4838 67 40 ( ( PUNCT fis-4838 67 41 2024 2024 NUM fis-4838 67 42 ) ) PUNCT fis-4838 67 43 310 310 NUM fis-4838 67 44 - - SYM fis-4838 67 45 324 324 NUM fis-4838 67 46 ; ; PUNCT fis-4838 67 47 doi doi NOUN fis-4838 67 48 : : PUNCT fis-4838 67 49 10.3221 10.3221 NUM fis-4838 67 50 / / SYM fis-4838 67 51 igf igf PROPN fis-4838 67 52 - - ADJ fis-4838 67 53 esis.68.21 esis.68.21 ADJ fis-4838 67 54 313 313 NUM fis-4838 67 55 length length NOUN fis-4838 67 56 . . PUNCT fis-4838 68 1 in in ADP fis-4838 68 2 the the DET fis-4838 68 3 perspective perspective NOUN fis-4838 68 4 of of ADP fis-4838 68 5 a a DET fis-4838 68 6 finite finite ADJ fis-4838 68 7 plate plate NOUN fis-4838 68 8 , , PUNCT fis-4838 68 9 boundary boundary ADJ fis-4838 68 10 conditions condition NOUN fis-4838 68 11 lead lead VERB fis-4838 68 12 to to ADP fis-4838 68 13 elevated elevated ADJ fis-4838 68 14 stress stress NOUN fis-4838 68 15 at at ADP fis-4838 68 16 the the DET fis-4838 68 17 crack crack NOUN fis-4838 68 18 tip tip NOUN fis-4838 68 19 . . PUNCT fis-4838 69 1 the the DET fis-4838 69 2 study study NOUN fis-4838 69 3 specifically specifically ADV fis-4838 69 4 addresses address VERB fis-4838 69 5 the the DET fis-4838 69 6 mode mode NOUN fis-4838 69 7 - - PUNCT fis-4838 69 8 i i PRON fis-4838 69 9 ( ( PUNCT fis-4838 69 10 opening opening NOUN fis-4838 69 11 ) ) PUNCT fis-4838 69 12 sif sif NOUN fis-4838 69 13 for for ADP fis-4838 69 14 a a DET fis-4838 69 15 center center NOUN fis-4838 69 16 - - PUNCT fis-4838 69 17 cracked crack VERB fis-4838 69 18 plate plate NOUN fis-4838 69 19 [ [ X fis-4838 69 20 30 30 NUM fis-4838 69 21 ] ] PUNCT fis-4838 69 22 , , PUNCT fis-4838 69 23 1/2 1/2 NUM fis-4838 69 24 2 2 NUM fis-4838 69 25 4 4 NUM fis-4838 69 26 i i NOUN fis-4838 69 27 0 0 NUM fis-4838 69 28 0 0 NUM fis-4838 70 1 a a DET fis-4838 70 2 πa πa ADP fis-4838 70 3 a a DET fis-4838 70 4 a a DET fis-4838 70 5 k k PROPN fis-4838 70 6 σ σ PROPN fis-4838 71 1 πa πa ADP fis-4838 71 2     SPACE fis-4838 71 3 f f PROPN fis-4838 72 1 σ σ PROPN fis-4838 73 1 πa πa ADP fis-4838 73 2 sec sec PROPN fis-4838 73 3 1 1 NUM fis-4838 73 4 0.025 0.025 NUM fis-4838 73 5 0.06 0.06 NUM fis-4838 73 6 w w PROPN fis-4838 73 7 2w 2w PROPN fis-4838 73 8 w w PROPN fis-4838 73 9 w w PROPN fis-4838 73 10   PROPN fis-4838 73 11   PROPN fis-4838 73 12   NOUN fis-4838 73 13   PROPN fis-4838 73 14   NOUN fis-4838 73 15   NOUN fis-4838 73 16   PROPN fis-4838 73 17   PROPN fis-4838 73 18   PROPN fis-4838 74 1   PROPN fis-4838 74 2   PROPN fis-4838 74 3   PROPN fis-4838 74 4   VERB fis-4838 75 1   PROPN fis-4838 76 1   PROPN fis-4838 77 1   PROPN fis-4838 78 1   PROPN fis-4838 78 2   PROPN fis-4838 78 3   NOUN fis-4838 78 4   NOUN fis-4838 78 5   VERB fis-4838 78 6   PROPN fis-4838 78 7   PROPN fis-4838 78 8   PROPN fis-4838 78 9   PROPN fis-4838 78 10   NOUN fis-4838 78 11   PROPN fis-4838 78 12   PROPN fis-4838 78 13 ( ( PUNCT fis-4838 78 14 1 1 NUM fis-4838 78 15 ) ) PUNCT fis-4838 78 16 repaired repair VERB fis-4838 78 17 plate plate NOUN fis-4838 78 18 ( ( PUNCT fis-4838 78 19 previous previous ADJ fis-4838 78 20 study study NOUN fis-4838 78 21 ) ) PUNCT fis-4838 78 22 the the DET fis-4838 78 23 passive passive ADJ fis-4838 78 24 reinforcement reinforcement NOUN fis-4838 78 25 impact impact NOUN fis-4838 78 26 from from ADP fis-4838 78 27 a a DET fis-4838 78 28 reinforced reinforce VERB fis-4838 78 29 composite composite ADJ fis-4838 78 30 patch patch NOUN fis-4838 78 31 on on ADP fis-4838 78 32 a a DET fis-4838 78 33 cracked crack VERB fis-4838 78 34 plate plate NOUN fis-4838 78 35 under under ADP fis-4838 78 36 uniform uniform ADJ fis-4838 78 37 uniaxial uniaxial ADJ fis-4838 78 38 tensile tensile NOUN fis-4838 78 39 stress stress NOUN fis-4838 78 40 , , PUNCT fis-4838 78 41 σ0 σ0 PROPN fis-4838 78 42 , , PUNCT fis-4838 78 43 can can AUX fis-4838 78 44 be be AUX fis-4838 78 45 likened liken VERB fis-4838 78 46 to to ADP fis-4838 78 47 a a DET fis-4838 78 48 diminished diminished ADJ fis-4838 78 49 uniform uniform ADJ fis-4838 78 50 tension tension NOUN fis-4838 78 51 stress stress NOUN fis-4838 78 52 , , PUNCT fis-4838 78 53 σp σp PROPN fis-4838 78 54 , , PUNCT fis-4838 78 55 exerted exert VERB fis-4838 78 56 on on ADP fis-4838 78 57 the the DET fis-4838 78 58 bonded bond VERB fis-4838 78 59 surface surface NOUN fis-4838 78 60 of of ADP fis-4838 78 61 the the DET fis-4838 78 62 cracked crack VERB fis-4838 78 63 plate plate NOUN fis-4838 78 64 . . PUNCT fis-4838 79 1 this this DET fis-4838 79 2 equivalence equivalence NOUN fis-4838 79 3 is be AUX fis-4838 79 4 achieved achieve VERB fis-4838 79 5 through through ADP fis-4838 79 6 the the DET fis-4838 79 7 application application NOUN fis-4838 79 8 of of ADP fis-4838 79 9 the the DET fis-4838 79 10 superposition superposition NOUN fis-4838 79 11 principle principle NOUN fis-4838 80 1 [ [ X fis-4838 80 2 31,32].in 31,32].in NUM fis-4838 80 3 the the DET fis-4838 80 4 case case NOUN fis-4838 80 5 of of ADP fis-4838 80 6 an an DET fis-4838 80 7 infinite infinite ADJ fis-4838 80 8 plate plate NOUN fis-4838 80 9 addressing address VERB fis-4838 80 10 the the DET fis-4838 80 11 fundamental fundamental ADJ fis-4838 80 12 crack crack NOUN fis-4838 80 13 problem problem NOUN fis-4838 80 14 within within ADP fis-4838 80 15 the the DET fis-4838 80 16 lefm lefm PROPN fis-4838 80 17 , , PUNCT fis-4838 80 18 the the DET fis-4838 80 19 solution solution NOUN fis-4838 80 20 is be AUX fis-4838 80 21 derived derive VERB fis-4838 80 22 from from ADP fis-4838 80 23 eqn eqn NOUN fis-4838 80 24 . . PUNCT fis-4838 81 1 ( ( PUNCT fis-4838 81 2 2 2 NUM fis-4838 81 3 ) ) PUNCT fis-4838 81 4 , , PUNCT fis-4838 81 5 extensively extensively ADV fis-4838 81 6 elaborated elaborate VERB fis-4838 81 7 by by ADP fis-4838 81 8 aabid aabid NOUN fis-4838 81 9 et et PROPN fis-4838 81 10 al al PROPN fis-4838 81 11 . . PUNCT fis-4838 82 1 [ [ X fis-4838 82 2 5 5 NUM fis-4838 82 3 ] ] PUNCT fis-4838 82 4 . . PUNCT fis-4838 83 1 the the DET fis-4838 83 2 significance significance NOUN fis-4838 83 3 of of ADP fis-4838 83 4 the the DET fis-4838 83 5 geometry geometry NOUN fis-4838 83 6 factor factor NOUN fis-4838 83 7 function function VERB fis-4838 83 8 f(a f(a PROPN fis-4838 83 9 / / SYM fis-4838 83 10 w w NOUN fis-4838 83 11 ) ) PUNCT fis-4838 83 12 arises arise VERB fis-4838 83 13 when when SCONJ fis-4838 83 14 the the DET fis-4838 83 15 crack crack NOUN fis-4838 83 16 length length NOUN fis-4838 83 17 is be AUX fis-4838 83 18 impacted impact VERB fis-4838 83 19 by by ADP fis-4838 83 20 the the DET fis-4838 83 21 geometry geometry NOUN fis-4838 83 22 of of ADP fis-4838 83 23 the the DET fis-4838 83 24 crack crack NOUN fis-4838 83 25 body body NOUN fis-4838 83 26 . . PUNCT fis-4838 84 1 to to PART fis-4838 84 2 account account VERB fis-4838 84 3 for for ADP fis-4838 84 4 this this PRON fis-4838 84 5 , , PUNCT fis-4838 84 6 the the DET fis-4838 84 7 equation equation NOUN fis-4838 84 8 is be AUX fis-4838 84 9 reformulated reformulate VERB fis-4838 84 10 using use VERB fis-4838 84 11 the the DET fis-4838 84 12 empirical empirical ADJ fis-4838 84 13 formula formula NOUN fis-4838 84 14 suggested suggest VERB fis-4838 84 15 by by ADP fis-4838 84 16 tada tada PROPN fis-4838 84 17 et et PROPN fis-4838 84 18 al al PROPN fis-4838 84 19 . . PUNCT fis-4838 85 1 [ [ X fis-4838 85 2 30 30 NUM fis-4838 85 3 ] ] PUNCT fis-4838 85 4 for for ADP fis-4838 85 5 a a DET fis-4838 85 6 finite finite ADJ fis-4838 85 7 center center NOUN fis-4838 85 8 - - PUNCT fis-4838 85 9 cracked crack VERB fis-4838 85 10 rectangular rectangular ADJ fis-4838 85 11 plate plate NOUN fis-4838 85 12 , , PUNCT fis-4838 85 13 resulting result VERB fis-4838 85 14 in in ADP fis-4838 85 15 the the DET fis-4838 85 16 following follow VERB fis-4838 85 17 expression expression NOUN fis-4838 85 18 : : PUNCT fis-4838 85 19 1/2 1/2 NUM fis-4838 85 20 2 2 NUM fis-4838 85 21 4 4 NUM fis-4838 85 22 1 1 NUM fis-4838 85 23 2 2 NUM fis-4838 85 24 . . PUNCT fis-4838 85 25 1 1 NUM fis-4838 85 26 0.025 0.025 NUM fis-4838 85 27 0.06 0.06 NUM fis-4838 85 28 2i 2i NUM fis-4838 85 29 p p NOUN fis-4838 85 30 a a PRON fis-4838 85 31 a a PRON fis-4838 85 32 a a DET fis-4838 85 33 k k NOUN fis-4838 85 34 a a DET fis-4838 85 35 sec sec PROPN fis-4838 85 36 w w PROPN fis-4838 85 37 w w PROPN fis-4838 85 38 w w PROPN fis-4838 85 39   PROPN fis-4838 86 1   NUM fis-4838 86 2   PROPN fis-4838 86 3   PROPN fis-4838 86 4   PROPN fis-4838 86 5   PROPN fis-4838 86 6   VERB fis-4838 86 7   NOUN fis-4838 86 8   PROPN fis-4838 86 9   PROPN fis-4838 86 10   X fis-4838 86 11   PROPN fis-4838 86 12   PROPN fis-4838 86 13   VERB fis-4838 86 14   PROPN fis-4838 86 15   PROPN fis-4838 86 16   PROPN fis-4838 86 17   PROPN fis-4838 86 18   PROPN fis-4838 86 19   PROPN fis-4838 86 20   PROPN fis-4838 86 21   PROPN fis-4838 86 22   NOUN fis-4838 86 23   PROPN fis-4838 86 24   PROPN fis-4838 86 25 ( ( PUNCT fis-4838 86 26 2 2 NUM fis-4838 86 27 ) ) PUNCT fis-4838 86 28 where where SCONJ fis-4838 86 29 1 1 NUM fis-4838 86 30 1 1 NUM fis-4838 86 31 1 1 NUM fis-4838 86 32 s s NOUN fis-4838 86 33   NUM fis-4838 86 34   PROPN fis-4838 86 35   PUNCT fis-4838 86 36 ; ; PUNCT fis-4838 86 37 2 2 NUM fis-4838 86 38 c c NOUN fis-4838 86 39 a a DET fis-4838 86 40 c c NOUN fis-4838 87 1   NUM fis-4838 87 2   PROPN fis-4838 87 3   PUNCT fis-4838 87 4 and and CCONJ fis-4838 87 5   NOUN fis-4838 87 6   SYM fis-4838 87 7   NOUN fis-4838 87 8 211 211 NOUN fis-4838 87 9 . . PUNCT fis-4838 88 1 vs vs ADP fis-4838 88 2 c c PROPN fis-4838 88 3 s s PART fis-4838 88 4   PROPN fis-4838 88 5   PROPN fis-4838 88 6   NUM fis-4838 88 7 where where SCONJ fis-4838 88 8 s s VERB fis-4838 88 9 is be AUX fis-4838 88 10 the the DET fis-4838 88 11 stiffness stiffness ADJ fis-4838 88 12 ratio ratio NOUN fis-4838 88 13 between between ADP fis-4838 88 14 the the DET fis-4838 88 15 composite composite ADJ fis-4838 88 16 patch patch NOUN fis-4838 88 17 and and CCONJ fis-4838 88 18 crack crack VERB fis-4838 88 19 plate plate NOUN fis-4838 88 20 , , PUNCT fis-4838 88 21 v v NOUN fis-4838 88 22 is be AUX fis-4838 88 23 the the DET fis-4838 88 24 poisson poisson NOUN fis-4838 88 25 ’s ’s PART fis-4838 88 26 ratio ratio NOUN fis-4838 88 27 ( ( PUNCT fis-4838 88 28 plate plate NOUN fis-4838 88 29 ) ) PUNCT fis-4838 88 30 , , PUNCT fis-4838 88 31 and and CCONJ fis-4838 88 32   NOUN fis-4838 88 33 is be AUX fis-4838 88 34 shear shear ADJ fis-4838 88 35 stress stress NOUN fis-4838 88 36 transfer transfer NOUN fis-4838 88 37 length length NOUN fis-4838 88 38 in in ADP fis-4838 88 39 a a DET fis-4838 88 40 representative representative ADJ fis-4838 88 41 bonded bond VERB fis-4838 88 42 joint joint NOUN fis-4838 88 43 . . PUNCT fis-4838 89 1 in in ADP fis-4838 89 2 comparison comparison NOUN fis-4838 89 3 to to ADP fis-4838 89 4 the the DET fis-4838 89 5 sif sif NOUN fis-4838 89 6 solution solution NOUN fis-4838 89 7 for for ADP fis-4838 89 8 an an DET fis-4838 89 9 infinite infinite ADJ fis-4838 89 10 center center NOUN fis-4838 89 11 - - PUNCT fis-4838 89 12 cracked crack VERB fis-4838 89 13 aluminium aluminium NOUN fis-4838 89 14 plate plate NOUN fis-4838 89 15 , , PUNCT fis-4838 89 16 the the DET fis-4838 89 17 composite composite ADJ fis-4838 89 18 reinforcement reinforcement NOUN fis-4838 89 19 effect effect NOUN fis-4838 89 20 is be AUX fis-4838 89 21 considered consider VERB fis-4838 89 22 by by ADP fis-4838 89 23 introducing introduce VERB fis-4838 89 24 two two NUM fis-4838 89 25 correction correction NOUN fis-4838 89 26 factors factor NOUN fis-4838 89 27 , , PUNCT fis-4838 89 28 namely namely ADV fis-4838 89 29 δ₁ δ₁ NOUN fis-4838 89 30 and and CCONJ fis-4838 89 31 δ₂ δ₂ VERB fis-4838 89 32 [ [ X fis-4838 89 33 5 5 NUM fis-4838 89 34 ] ] PUNCT fis-4838 89 35 . . PUNCT fis-4838 90 1 both both DET fis-4838 90 2 correction correction NOUN fis-4838 90 3 factors factor NOUN fis-4838 90 4 , , PUNCT fis-4838 90 5 with with ADP fis-4838 90 6 values value NOUN fis-4838 90 7 less less ADJ fis-4838 90 8 than than ADP fis-4838 90 9 one one NUM fis-4838 90 10 , , PUNCT fis-4838 90 11 indicate indicate VERB fis-4838 90 12 that that SCONJ fis-4838 90 13 incorporating incorporate VERB fis-4838 90 14 composite composite ADJ fis-4838 90 15 reinforcement reinforcement NOUN fis-4838 90 16 in in ADP fis-4838 90 17 the the DET fis-4838 90 18 centercracked centercracke VERB fis-4838 90 19 aluminium aluminium NOUN fis-4838 90 20 plate plate NOUN fis-4838 90 21 leads lead VERB fis-4838 90 22 to to ADP fis-4838 90 23 a a DET fis-4838 90 24 reduction reduction NOUN fis-4838 90 25 in in ADP fis-4838 90 26 sifs sif NOUN fis-4838 90 27 . . PUNCT fis-4838 91 1 the the DET fis-4838 91 2 reinforcing reinforce VERB fis-4838 91 3 impact impact NOUN fis-4838 91 4 of of ADP fis-4838 91 5 composite composite ADJ fis-4838 91 6 patches patch NOUN fis-4838 91 7 primarily primarily ADV fis-4838 91 8 stems stem VERB fis-4838 91 9 from from ADP fis-4838 91 10 alleviating alleviate VERB fis-4838 91 11 stress stress NOUN fis-4838 91 12 and and CCONJ fis-4838 91 13 constraints constraint NOUN fis-4838 91 14 on on ADP fis-4838 91 15 the the DET fis-4838 91 16 crack crack NOUN fis-4838 91 17 opening opening NOUN fis-4838 91 18 [ [ X fis-4838 91 19 31,32 31,32 NUM fis-4838 91 20 ] ] X fis-4838 91 21 . . PUNCT fis-4838 92 1 machine machine NOUN fis-4838 92 2 learning learning NOUN fis-4838 92 3 achine achine NOUN fis-4838 92 4 learning learn VERB fis-4838 92 5 ( ( PUNCT fis-4838 92 6 ml ml NOUN fis-4838 92 7 ) ) PUNCT fis-4838 92 8 is be AUX fis-4838 92 9 a a DET fis-4838 92 10 component component NOUN fis-4838 92 11 of of ADP fis-4838 92 12 artificial artificial ADJ fis-4838 92 13 intelligence intelligence NOUN fis-4838 92 14 built build VERB fis-4838 92 15 on on ADP fis-4838 92 16 the the DET fis-4838 92 17 concept concept NOUN fis-4838 92 18 that that SCONJ fis-4838 92 19 machines machine NOUN fis-4838 92 20 can can AUX fis-4838 92 21 learn learn VERB fis-4838 92 22 from from ADP fis-4838 92 23 data datum NOUN fis-4838 92 24 , , PUNCT fis-4838 92 25 identify identify VERB fis-4838 92 26 patterns pattern NOUN fis-4838 92 27 , , PUNCT fis-4838 92 28 and and CCONJ fis-4838 92 29 make make VERB fis-4838 92 30 decisions decision NOUN fis-4838 92 31 with with ADP fis-4838 92 32 minimal minimal ADJ fis-4838 92 33 human human ADJ fis-4838 92 34 involvement involvement NOUN fis-4838 92 35 . . PUNCT fis-4838 93 1 it it PRON fis-4838 93 2 serves serve VERB fis-4838 93 3 as as ADP fis-4838 93 4 a a DET fis-4838 93 5 data data NOUN fis-4838 93 6 analysis analysis NOUN fis-4838 93 7 method method NOUN fis-4838 93 8 that that PRON fis-4838 93 9 automates automate VERB fis-4838 93 10 the the DET fis-4838 93 11 development development NOUN fis-4838 93 12 of of ADP fis-4838 93 13 analytical analytical ADJ fis-4838 93 14 models model NOUN fis-4838 93 15 . . PUNCT fis-4838 94 1 depending depend VERB fis-4838 94 2 on on ADP fis-4838 94 3 the the DET fis-4838 94 4 training training NOUN fis-4838 94 5 data datum NOUN fis-4838 94 6 , , PUNCT fis-4838 94 7 different different ADJ fis-4838 94 8 learning learning NOUN fis-4838 94 9 models model NOUN fis-4838 94 10 have have AUX fis-4838 94 11 been be AUX fis-4838 94 12 developed develop VERB fis-4838 94 13 . . PUNCT fis-4838 95 1 regression regression NOUN fis-4838 95 2 techniques technique NOUN fis-4838 95 3 , , PUNCT fis-4838 95 4 a a DET fis-4838 95 5 form form NOUN fis-4838 95 6 of of ADP fis-4838 95 7 supervised supervised ADJ fis-4838 95 8 ml ml NOUN fis-4838 95 9 techniques technique NOUN fis-4838 95 10 , , PUNCT fis-4838 95 11 are be AUX fis-4838 95 12 used use VERB fis-4838 95 13 for for ADP fis-4838 95 14 predictive predictive ADJ fis-4838 95 15 modelling modelling NOUN fis-4838 95 16 and and CCONJ fis-4838 95 17 data datum NOUN fis-4838 95 18 mining mining NOUN fis-4838 95 19 tasks task NOUN fis-4838 95 20 . . PUNCT fis-4838 96 1 regression regression NOUN fis-4838 96 2 techniques technique NOUN fis-4838 96 3 encompass encompass VERB fis-4838 96 4 a a DET fis-4838 96 5 wide wide ADJ fis-4838 96 6 range range NOUN fis-4838 96 7 of of ADP fis-4838 96 8 learning learn VERB fis-4838 96 9 techniques technique NOUN fis-4838 96 10 each each PRON fis-4838 96 11 with with ADP fis-4838 96 12 its its PRON fis-4838 96 13 own own ADJ fis-4838 96 14 set set NOUN fis-4838 96 15 of of ADP fis-4838 96 16 benefits benefit NOUN fis-4838 96 17 and and CCONJ fis-4838 96 18 drawbacks drawback NOUN fis-4838 96 19 . . PUNCT fis-4838 97 1 this this PRON fis-4838 97 2 complicates complicate VERB fis-4838 97 3 the the DET fis-4838 97 4 selection selection NOUN fis-4838 97 5 of of ADP fis-4838 97 6 the the DET fis-4838 97 7 best good ADJ fis-4838 97 8 model model NOUN fis-4838 97 9 for for ADP fis-4838 97 10 a a DET fis-4838 97 11 given give VERB fis-4838 97 12 data datum NOUN fis-4838 97 13 . . PUNCT fis-4838 98 1 in in ADP fis-4838 98 2 the the DET fis-4838 98 3 current current ADJ fis-4838 98 4 work work NOUN fis-4838 98 5 , , PUNCT fis-4838 98 6 the the DET fis-4838 98 7 problem problem NOUN fis-4838 98 8 is be AUX fis-4838 98 9 defined define VERB fis-4838 98 10 based base VERB fis-4838 98 11 on on ADP fis-4838 98 12 the the DET fis-4838 98 13 plate plate NOUN fis-4838 98 14 , , PUNCT fis-4838 98 15 adhesive adhesive ADJ fis-4838 98 16 and and CCONJ fis-4838 98 17 patch patch NOUN fis-4838 98 18 hence hence ADV fis-4838 98 19 the the DET fis-4838 98 20 parameter parameter NOUN fis-4838 98 21 selected select VERB fis-4838 98 22 from from ADP fis-4838 98 23 the the DET fis-4838 98 24 dimensions dimension NOUN fis-4838 98 25 and and CCONJ fis-4838 98 26 mechanical mechanical ADJ fis-4838 98 27 properties property NOUN fis-4838 98 28 to to PART fis-4838 98 29 perform perform VERB fis-4838 98 30 ml ml ADP fis-4838 98 31 work work NOUN fis-4838 98 32 . . PUNCT fis-4838 99 1 since since SCONJ fis-4838 99 2 the the DET fis-4838 99 3 purpose purpose NOUN fis-4838 99 4 of of ADP fis-4838 99 5 this this DET fis-4838 99 6 study study NOUN fis-4838 99 7 is be AUX fis-4838 99 8 to to PART fis-4838 99 9 interpolate interpolate VERB fis-4838 99 10 the the DET fis-4838 99 11 limited limited ADJ fis-4838 99 12 data datum NOUN fis-4838 99 13 , , PUNCT fis-4838 99 14 the the DET fis-4838 99 15 regression regression NOUN fis-4838 99 16 techniques technique NOUN fis-4838 99 17 will will AUX fis-4838 99 18 be be AUX fis-4838 99 19 utilized utilize VERB fis-4838 99 20 as as ADP fis-4838 99 21 an an DET fis-4838 99 22 ml ml NOUN fis-4838 99 23 approach approach NOUN fis-4838 99 24 . . PUNCT fis-4838 100 1 the the DET fis-4838 100 2 techniques technique NOUN fis-4838 100 3 used use VERB fis-4838 100 4 in in ADP fis-4838 100 5 this this DET fis-4838 100 6 paper paper NOUN fis-4838 100 7 are be AUX fis-4838 100 8 : : PUNCT fis-4838 100 9 ordinary ordinary ADJ fis-4838 100 10 least least ADJ fis-4838 100 11 squares square NOUN fis-4838 100 12 ( ( PUNCT fis-4838 100 13 ols ol NOUN fis-4838 100 14 ) ) PUNCT fis-4838 100 15 , , PUNCT fis-4838 100 16 ridge ridge NOUN fis-4838 100 17 , , PUNCT fis-4838 100 18 lasso lasso NOUN fis-4838 100 19 , , PUNCT fis-4838 100 20 elastic elastic ADJ fis-4838 100 21 net net NOUN fis-4838 100 22 , , PUNCT fis-4838 100 23 k k PROPN fis-4838 100 24 nearest near ADJ fis-4838 100 25 neighbours neighbour NOUN fis-4838 100 26 ( ( PUNCT fis-4838 100 27 knn knn PROPN fis-4838 100 28 ) ) PUNCT fis-4838 100 29 , , PUNCT fis-4838 100 30 decision decision NOUN fis-4838 100 31 tree tree NOUN fis-4838 100 32 ( ( PUNCT fis-4838 100 33 dt dt PROPN fis-4838 100 34 ) ) PUNCT fis-4838 100 35 , , PUNCT fis-4838 100 36 random random ADJ fis-4838 100 37 forest forest NOUN fis-4838 100 38 ( ( PUNCT fis-4838 100 39 rf rf NOUN fis-4838 100 40 ) ) PUNCT fis-4838 100 41 and and CCONJ fis-4838 100 42 support support VERB fis-4838 100 43 vector vector NOUN fis-4838 100 44 machine machine NOUN fis-4838 100 45 ( ( PUNCT fis-4838 100 46 svm svm ADJ fis-4838 100 47 ) ) PUNCT fis-4838 100 48 techniques technique NOUN fis-4838 100 49 . . PUNCT fis-4838 101 1 python python PROPN fis-4838 101 2 programming programming NOUN fis-4838 101 3 language language NOUN fis-4838 101 4 was be AUX fis-4838 101 5 used use VERB fis-4838 101 6 to to PART fis-4838 101 7 create create VERB fis-4838 101 8 the the DET fis-4838 101 9 scripts script NOUN fis-4838 101 10 . . PUNCT fis-4838 102 1 the the DET fis-4838 102 2 ml ml PROPN fis-4838 102 3 process process NOUN fis-4838 102 4 shown show VERB fis-4838 102 5 in in ADP fis-4838 102 6 fig fig NOUN fis-4838 102 7 . . PUNCT fis-4838 102 8 2 2 NUM fis-4838 102 9 was be AUX fis-4838 102 10 carried carry VERB fis-4838 102 11 out out ADP fis-4838 102 12 using use VERB fis-4838 102 13 the the DET fis-4838 102 14 scikit scikit NOUN fis-4838 102 15 - - PUNCT fis-4838 102 16 learn learn VERB fis-4838 102 17 library library NOUN fis-4838 102 18 . . PUNCT fis-4838 103 1 m m PROPN fis-4838 103 2 a. a. NOUN fis-4838 103 3 aabid aabid PROPN fis-4838 103 4 et et PROPN fis-4838 103 5 alii alii PROPN fis-4838 103 6 , , PUNCT fis-4838 103 7 frattura frattura PROPN fis-4838 103 8 ed ed PROPN fis-4838 103 9 integrità integrità PROPN fis-4838 103 10 strutturale strutturale PROPN fis-4838 103 11 , , PUNCT fis-4838 103 12 68 68 NUM fis-4838 103 13 ( ( PUNCT fis-4838 103 14 2024 2024 NUM fis-4838 103 15 ) ) PUNCT fis-4838 103 16 310 310 NUM fis-4838 103 17 - - SYM fis-4838 103 18 324 324 NUM fis-4838 103 19 ; ; PUNCT fis-4838 103 20 doi doi NOUN fis-4838 103 21 : : PUNCT fis-4838 103 22 10.3221 10.3221 NUM fis-4838 103 23 / / SYM fis-4838 103 24 igf igf PROPN fis-4838 103 25 - - ADJ fis-4838 103 26 esis.68.21 esis.68.21 ADJ fis-4838 103 27 314 314 NUM fis-4838 103 28     SPACE fis-4838 103 29 figure figure NOUN fis-4838 103 30 2 2 NUM fis-4838 103 31 : : PUNCT fis-4838 103 32     SPACE fis-4838 103 33 machine machine NOUN fis-4838 103 34 learning learning NOUN fis-4838 103 35 process process NOUN fis-4838 103 36 . . PUNCT fis-4838 104 1 data datum NOUN fis-4838 104 2 set set VERB fis-4838 104 3 and and CCONJ fis-4838 104 4 properties property NOUN fis-4838 104 5 in in ADP fis-4838 104 6 this this DET fis-4838 104 7 research research NOUN fis-4838 104 8 , , PUNCT fis-4838 104 9 the the DET fis-4838 104 10 numerical numerical ADJ fis-4838 104 11 exploration exploration NOUN fis-4838 104 12 focused focus VERB fis-4838 104 13 on on ADP fis-4838 104 14 the the DET fis-4838 104 15 influence influence NOUN fis-4838 104 16 of of ADP fis-4838 104 17 crack crack NOUN fis-4838 104 18 length length NOUN fis-4838 104 19 , , PUNCT fis-4838 104 20 composite composite ADJ fis-4838 104 21 patch patch NOUN fis-4838 104 22 dimensions dimension NOUN fis-4838 104 23 , , PUNCT fis-4838 104 24 and and CCONJ fis-4838 104 25 adhesive adhesive ADJ fis-4838 104 26 bond bond NOUN fis-4838 104 27 on on ADP fis-4838 104 28 the the DET fis-4838 104 29 sif sif NOUN fis-4838 104 30 . . PUNCT fis-4838 105 1 the the DET fis-4838 105 2 dataset dataset NOUN fis-4838 105 3 encompasses encompass VERB fis-4838 105 4 6 6 NUM fis-4838 105 5 features feature NOUN fis-4838 105 6 and and CCONJ fis-4838 105 7 1 1 NUM fis-4838 105 8 target target NOUN fis-4838 105 9 value value NOUN fis-4838 105 10 . . PUNCT fis-4838 106 1 tab tab NOUN fis-4838 106 2 . . PUNCT fis-4838 107 1 1(a 1(a NUM fis-4838 107 2 ) ) PUNCT fis-4838 107 3 details detail NOUN fis-4838 107 4 that that PRON fis-4838 107 5 feature feature VERB fis-4838 107 6 x1 x1 PRON fis-4838 107 7 denotes denote VERB fis-4838 107 8 the the DET fis-4838 107 9 crack crack NOUN fis-4838 107 10 length length NOUN fis-4838 107 11 , , PUNCT fis-4838 107 12 while while SCONJ fis-4838 107 13 features feature VERB fis-4838 107 14 x2 x2 PROPN fis-4838 107 15 , , PUNCT fis-4838 107 16 x3 x3 ADJ fis-4838 107 17 , , PUNCT fis-4838 107 18 and and CCONJ fis-4838 107 19 x4 x4 PROPN fis-4838 107 20 represent represent VERB fis-4838 107 21 the the DET fis-4838 107 22 thickness thickness NOUN fis-4838 107 23 , , PUNCT fis-4838 107 24 width width ADJ fis-4838 107 25 , , PUNCT fis-4838 107 26 and and CCONJ fis-4838 107 27 height height NOUN fis-4838 107 28 of of ADP fis-4838 107 29 the the DET fis-4838 107 30 composite composite ADJ fis-4838 107 31 patch patch NOUN fis-4838 107 32 , , PUNCT fis-4838 107 33 respectively respectively ADV fis-4838 107 34 . . PUNCT fis-4838 108 1 additionally additionally ADV fis-4838 108 2 , , PUNCT fis-4838 108 3 features feature VERB fis-4838 108 4 x5 x5 NOUN fis-4838 108 5 and and CCONJ fis-4838 108 6 x6 x6 PROPN fis-4838 108 7 correspond correspond VERB fis-4838 108 8 to to ADP fis-4838 108 9 the the DET fis-4838 108 10 thickness thickness NOUN fis-4838 108 11 and and CCONJ fis-4838 108 12 shear shear NOUN fis-4838 108 13 modulus modulus NOUN fis-4838 108 14 of of ADP fis-4838 108 15 the the DET fis-4838 108 16 adhesive adhesive ADJ fis-4838 108 17 bond bond NOUN fis-4838 108 18 . . PUNCT fis-4838 109 1 y1 y1 PROPN fis-4838 109 2 serves serve VERB fis-4838 109 3 as as ADP fis-4838 109 4 the the DET fis-4838 109 5 target target NOUN fis-4838 109 6 parameter parameter NOUN fis-4838 109 7 , , PUNCT fis-4838 109 8 calculated calculate VERB fis-4838 109 9 through through ADP fis-4838 109 10 ml ml NOUN fis-4838 109 11 techniques technique NOUN fis-4838 109 12 , , PUNCT fis-4838 109 13 and and CCONJ fis-4838 109 14 signifies signify VERB fis-4838 109 15 the the DET fis-4838 109 16 sif sif NOUN fis-4838 109 17 . . PUNCT fis-4838 110 1 these these DET fis-4838 110 2 characteristics characteristic NOUN fis-4838 110 3 , , PUNCT fis-4838 110 4 along along ADP fis-4838 110 5 with with ADP fis-4838 110 6 the the DET fis-4838 110 7 target target NOUN fis-4838 110 8 value value NOUN fis-4838 110 9 , , PUNCT fis-4838 110 10 are be AUX fis-4838 110 11 outlined outline VERB fis-4838 110 12 in in ADP fis-4838 110 13 tab tab NOUN fis-4838 110 14 . . PUNCT fis-4838 111 1 1(a 1(a NUM fis-4838 111 2 ) ) PUNCT fis-4838 111 3 . . PUNCT fis-4838 112 1 the the DET fis-4838 112 2 data datum NOUN fis-4838 112 3 set set NOUN fis-4838 112 4 contains contain VERB fis-4838 112 5 19 19 NUM fis-4838 112 6 data datum NOUN fis-4838 112 7 points point NOUN fis-4838 112 8 from from ADP fis-4838 112 9 numerical numerical ADJ fis-4838 112 10 studies study NOUN fis-4838 112 11 as as SCONJ fis-4838 112 12 shown show VERB fis-4838 112 13 in in ADP fis-4838 112 14 fig fig NOUN fis-4838 112 15 3 3 NUM fis-4838 112 16 . . PUNCT fis-4838 113 1 the the DET fis-4838 113 2 range range NOUN fis-4838 113 3 of of ADP fis-4838 113 4 each each DET fis-4838 113 5 parameter parameter NOUN fis-4838 113 6 was be AUX fis-4838 113 7 chosen choose VERB fis-4838 113 8 based base VERB fis-4838 113 9 on on ADP fis-4838 113 10 the the DET fis-4838 113 11 existing exist VERB fis-4838 113 12 work work NOUN fis-4838 113 13 in in ADP fis-4838 113 14 this this DET fis-4838 113 15 field field NOUN fis-4838 113 16 . . PUNCT fis-4838 114 1 it it PRON fis-4838 114 2 has have AUX fis-4838 114 3 been be AUX fis-4838 114 4 stated state VERB fis-4838 114 5 that that SCONJ fis-4838 114 6 the the DET fis-4838 114 7 maximum maximum ADJ fis-4838 114 8 variation variation NOUN fis-4838 114 9 of of ADP fis-4838 114 10 the the DET fis-4838 114 11 bonded bond VERB fis-4838 114 12 composite composite ADJ fis-4838 114 13 repair repair NOUN fis-4838 114 14 parameters parameter NOUN fis-4838 114 15 is be AUX fis-4838 114 16 suitable suitable ADJ fis-4838 114 17 for for ADP fis-4838 114 18 the the DET fis-4838 114 19 range range NOUN fis-4838 114 20 considered consider VERB fis-4838 114 21 in in ADP fis-4838 114 22 this this DET fis-4838 114 23 work work NOUN fis-4838 114 24 and and CCONJ fis-4838 114 25 it it PRON fis-4838 114 26 can can AUX fis-4838 114 27 influence influence VERB fis-4838 114 28 the the DET fis-4838 114 29 mitigation mitigation NOUN fis-4838 114 30 of of ADP fis-4838 114 31 sif sif NOUN fis-4838 114 32 which which PRON fis-4838 114 33 we we PRON fis-4838 114 34 can can AUX fis-4838 114 35 see see VERB fis-4838 114 36 in in ADP fis-4838 114 37 the the DET fis-4838 114 38 result result NOUN fis-4838 114 39 section section NOUN fis-4838 115 1 [ [ X fis-4838 115 2 10,11,33 10,11,33 NUM fis-4838 115 3 ] ] PUNCT fis-4838 115 4 . . PUNCT fis-4838 115 5     SPACE fis-4838 116 1 feature feature NOUN fis-4838 116 2 i i PROPN fis-4838 116 3 d d PROPN fis-4838 116 4 property property NOUN fis-4838 116 5 range range NOUN fis-4838 116 6 data datum NOUN fis-4838 116 7 type type NOUN fis-4838 116 8 x1 x1 NUM fis-4838 116 9 crack crack NOUN fis-4838 116 10 length length NOUN fis-4838 116 11 5 5 NUM fis-4838 116 12 – – SYM fis-4838 116 13 15 15 NUM fis-4838 116 14 mm mm NOUN fis-4838 116 15 numeric numeric ADJ fis-4838 116 16 x2 x2 PROPN fis-4838 116 17 patch patch NOUN fis-4838 116 18 thickness thickness NOUN fis-4838 116 19 0.5 0.5 NUM fis-4838 116 20 – – SYM fis-4838 116 21 1 1 NUM fis-4838 116 22 mm mm NOUN fis-4838 116 23 numeric numeric ADJ fis-4838 116 24 x3 x3 ADJ fis-4838 116 25 patch patch NOUN fis-4838 116 26 width width VERB fis-4838 116 27 17.5 17.5 NUM fis-4838 116 28 – – PUNCT fis-4838 116 29 22.5 22.5 NUM fis-4838 116 30 mm mm NOUN fis-4838 116 31 numeric numeric X fis-4838 116 32 x4 x4 PROPN fis-4838 116 33 patch patch PROPN fis-4838 116 34 height height NOUN fis-4838 116 35 10 10 NUM fis-4838 116 36 – – PUNCT fis-4838 116 37 12.5 12.5 NUM fis-4838 116 38 mm mm NOUN fis-4838 116 39 numeric numeric ADJ fis-4838 116 40 x5 x5 PROPN fis-4838 116 41 adhesive adhesive ADJ fis-4838 116 42 thickness thickness NOUN fis-4838 116 43 0.0025 0.0025 NUM fis-4838 116 44 – – PUNCT fis-4838 116 45 0.0035 0.0035 NUM fis-4838 116 46 mm mm NUM fis-4838 116 47 numeric numeric ADP fis-4838 116 48 x6 x6 PROPN fis-4838 116 49 shear shear NOUN fis-4838 116 50 modulus modulus NOUN fis-4838 116 51 0.6 0.6 NUM fis-4838 116 52 – – PUNCT fis-4838 116 53 1.8 1.8 NUM fis-4838 116 54 gpa gpa NOUN fis-4838 116 55 numeric numeric ADJ fis-4838 116 56 table table NOUN fis-4838 116 57 1(a 1(a NUM fis-4838 116 58 ): ): PUNCT fis-4838 116 59     SPACE fis-4838 116 60 numerical numerical ADJ fis-4838 116 61 analysis analysis NOUN fis-4838 116 62 data datum NOUN fis-4838 116 63 set set VERB fis-4838 116 64 and and CCONJ fis-4838 116 65 their their PRON fis-4838 116 66 properties property NOUN fis-4838 116 67 . . PUNCT fis-4838 116 68     SPACE fis-4838 116 69 figure figure NOUN fis-4838 116 70 3 3 NUM fis-4838 116 71 : : PUNCT fis-4838 116 72     SPACE fis-4838 116 73 value value NOUN fis-4838 116 74 of of ADP fis-4838 116 75 various various ADJ fis-4838 116 76 features feature NOUN fis-4838 116 77 in in ADP fis-4838 116 78 19 19 NUM fis-4838 116 79 datapoints datapoint NOUN fis-4838 116 80 of of ADP fis-4838 116 81 dataset dataset NOUN fis-4838 116 82 . . PUNCT fis-4838 117 1 a a DET fis-4838 117 2 correlation correlation NOUN fis-4838 117 3 coefficient coefficient NOUN fis-4838 117 4 used use VERB fis-4838 117 5 in in ADP fis-4838 117 6 statistics statistic NOUN fis-4838 117 7 to to PART fis-4838 117 8 assess assess VERB fis-4838 117 9 the the DET fis-4838 117 10 linear linear ADJ fis-4838 117 11 connection connection NOUN fis-4838 117 12 between between ADP fis-4838 117 13 two two NUM fis-4838 117 14 sets set NOUN fis-4838 117 15 of of ADP fis-4838 117 16 data datum NOUN fis-4838 117 17 is be AUX fis-4838 117 18 the the DET fis-4838 117 19 pearson pearson PROPN fis-4838 117 20 correlation correlation NOUN fis-4838 117 21 coefficient coefficient NOUN fis-4838 117 22 ( ( PUNCT fis-4838 117 23 pcc pcc NOUN fis-4838 117 24 ) ) PUNCT fis-4838 117 25 given give VERB fis-4838 117 26 in in ADP fis-4838 117 27 eqn eqn NOUN fis-4838 117 28 . . PUNCT fis-4838 118 1 ( ( PUNCT fis-4838 118 2 3 3 NUM fis-4838 118 3 ) ) PUNCT fis-4838 118 4 , , PUNCT fis-4838 118 5 where where SCONJ fis-4838 118 6 xyr xyr PROPN fis-4838 118 7 is be AUX fis-4838 118 8 the the DET fis-4838 118 9 correlation correlation NOUN fis-4838 118 10 coefficient coefficient NOUN fis-4838 118 11 between between ADP fis-4838 118 12 x x PROPN fis-4838 118 13 and and CCONJ fis-4838 118 14 y y PROPN fis-4838 118 15 variables variable NOUN fis-4838 118 16 ; ; PUNCT fis-4838 118 17 ix ix PROPN fis-4838 118 18 are be AUX fis-4838 118 19 values value NOUN fis-4838 118 20 of of ADP fis-4838 118 21 the the DET fis-4838 118 22 x x NOUN fis-4838 118 23 - - NOUN fis-4838 118 24 variable variable ADJ fis-4838 118 25 in in ADP fis-4838 118 26 a a DET fis-4838 118 27 sample sample NOUN fis-4838 118 28 ; ; PUNCT fis-4838 118 29 x x PRON fis-4838 118 30 is be AUX fis-4838 118 31 mean mean NOUN fis-4838 118 32 of of ADP fis-4838 118 33 the the DET fis-4838 118 34 values value NOUN fis-4838 118 35 of of ADP fis-4838 118 36 the the DET fis-4838 118 37 x x NOUN fis-4838 118 38 - - NOUN fis-4838 118 39 variables variable NOUN fis-4838 118 40 ; ; PUNCT fis-4838 118 41 iy iy PROPN fis-4838 118 42 are be AUX fis-4838 118 43 values value NOUN fis-4838 118 44 of of ADP fis-4838 118 45 y y NOUN fis-4838 118 46 - - NOUN fis-4838 118 47 variable variable NOUN fis-4838 118 48 in in ADP fis-4838 118 49 a a DET fis-4838 118 50 sample sample NOUN fis-4838 118 51 ; ; PUNCT fis-4838 118 52 and and CCONJ fis-4838 118 53 y y PROPN fis-4838 118 54 is be AUX fis-4838 118 55 mean mean NOUN fis-4838 118 56 of of ADP fis-4838 118 57 the the DET fis-4838 118 58 values value NOUN fis-4838 118 59 of of ADP fis-4838 118 60 the the DET fis-4838 118 61 y y NOUN fis-4838 118 62 - - NOUN fis-4838 118 63 variable variable NOUN fis-4838 118 64 . . PUNCT fis-4838 119 1 it it PRON fis-4838 119 2 is be AUX fis-4838 119 3 effectively effectively ADV fis-4838 119 4 a a DET fis-4838 119 5 normalized normalized ADJ fis-4838 119 6 measurement measurement NOUN fis-4838 119 7 of of ADP fis-4838 119 8 covariance covariance NOUN fis-4838 119 9 since since SCONJ fis-4838 119 10 it it PRON fis-4838 119 11 is be AUX fis-4838 119 12 the the DET fis-4838 119 13 ratio ratio NOUN fis-4838 119 14 of of ADP fis-4838 119 15 two two NUM fis-4838 119 16 variables variable NOUN fis-4838 119 17 ' ' PART fis-4838 119 18 data datum NOUN fis-4838 119 19     SPACE fis-4838 119 20 collection collection NOUN fis-4838 119 21 data datum NOUN fis-4838 119 22     SPACE fis-4838 119 23 processing processing NOUN fis-4838 119 24 ml ml NOUN fis-4838 119 25     SPACE fis-4838 119 26 model model NOUN fis-4838 119 27     SPACE fis-4838 119 28 training training NOUN fis-4838 119 29 performance performance NOUN fis-4838 119 30     SPACE fis-4838 119 31 evaluation evaluation NOUN fis-4838 119 32 model model NOUN fis-4838 119 33     SPACE fis-4838 119 34 deployment deployment NOUN fis-4838 119 35 a. a. NOUN fis-4838 119 36 aabid aabid PROPN fis-4838 119 37 et et PROPN fis-4838 119 38 alii alii PROPN fis-4838 119 39 , , PUNCT fis-4838 119 40 frattura frattura PROPN fis-4838 119 41 ed ed PROPN fis-4838 119 42 integrità integrità PROPN fis-4838 119 43 strutturale strutturale PROPN fis-4838 119 44 , , PUNCT fis-4838 119 45 68 68 NUM fis-4838 119 46 ( ( PUNCT fis-4838 119 47 2024 2024 NUM fis-4838 119 48 ) ) PUNCT fis-4838 119 49 310 310 NUM fis-4838 119 50 - - SYM fis-4838 119 51 324 324 NUM fis-4838 119 52 ; ; PUNCT fis-4838 119 53 doi doi NOUN fis-4838 119 54 : : PUNCT fis-4838 119 55 10.3221 10.3221 NUM fis-4838 119 56 / / SYM fis-4838 119 57 igf igf PROPN fis-4838 119 58 - - ADJ fis-4838 119 59 esis.68.21 esis.68.21 PROPN fis-4838 119 60 315 315 NUM fis-4838 119 61 covariance covariance NOUN fis-4838 119 62 to to ADP fis-4838 119 63 the the DET fis-4838 119 64 product product NOUN fis-4838 119 65 of of ADP fis-4838 119 66 their their PRON fis-4838 119 67 standard standard ADJ fis-4838 119 68 deviations deviation NOUN fis-4838 119 69 ; ; PUNCT fis-4838 119 70 as as ADP fis-4838 119 71 a a DET fis-4838 119 72 result result NOUN fis-4838 119 73 , , PUNCT fis-4838 119 74 the the DET fis-4838 119 75 result result NOUN fis-4838 119 76 is be AUX fis-4838 119 77 always always ADV fis-4838 119 78 between between ADP fis-4838 119 79 −1 −1 NOUN fis-4838 119 80 and and CCONJ fis-4838 119 81 1 1 NUM fis-4838 119 82 . . X fis-4838 120 1 a a DET fis-4838 120 2 linear linear ADJ fis-4838 120 3 equation equation NOUN fis-4838 120 4 with with ADP fis-4838 120 5 all all DET fis-4838 120 6 data datum NOUN fis-4838 120 7 points point NOUN fis-4838 120 8 falling fall VERB fis-4838 120 9 on on ADP fis-4838 120 10 a a DET fis-4838 120 11 line line NOUN fis-4838 120 12 that that PRON fis-4838 120 13 precisely precisely ADV fis-4838 120 14 characterizes characterize VERB fis-4838 120 15 the the DET fis-4838 120 16 connection connection NOUN fis-4838 120 17 between between ADP fis-4838 120 18 x x PUNCT fis-4838 120 19 and and CCONJ fis-4838 120 20 y y PROPN fis-4838 120 21 is be AUX fis-4838 120 22 implied imply VERB fis-4838 120 23 by by ADP fis-4838 120 24 an an DET fis-4838 120 25 absolute absolute ADJ fis-4838 120 26 value value NOUN fis-4838 120 27 of of ADP fis-4838 120 28 1 1 NUM fis-4838 120 29 . . PUNCT fis-4838 121 1 a a DET fis-4838 121 2 regression regression NOUN fis-4838 121 3 slope slope NOUN fis-4838 121 4 value value NOUN fis-4838 121 5 of of ADP fis-4838 121 6 +1 +1 PROPN fis-4838 121 7 indicates indicate VERB fis-4838 121 8 that that SCONJ fis-4838 121 9 all all DET fis-4838 121 10 data datum NOUN fis-4838 121 11 points point NOUN fis-4838 121 12 are be AUX fis-4838 121 13 on on ADP fis-4838 121 14 a a DET fis-4838 121 15 line line NOUN fis-4838 121 16 where where SCONJ fis-4838 121 17 y y PROPN fis-4838 121 18 rises rise VERB fis-4838 121 19 as as ADP fis-4838 121 20 x x NOUN fis-4838 121 21 increases increase NOUN fis-4838 121 22 , , PUNCT fis-4838 121 23 and and CCONJ fis-4838 121 24 vice vice ADV fis-4838 121 25 versa versa ADV fis-4838 121 26 for for ADP fis-4838 121 27 a a DET fis-4838 121 28 value value NOUN fis-4838 121 29 of of ADP fis-4838 121 30 -1 -1 PUNCT fis-4838 121 31 . . PUNCT fis-4838 122 1 this this PRON fis-4838 122 2 indicates indicate VERB fis-4838 122 3 the the DET fis-4838 122 4 sign sign NOUN fis-4838 122 5 of of ADP fis-4838 122 6 the the DET fis-4838 122 7 connection connection NOUN fis-4838 122 8 . . PUNCT fis-4838 123 1 there there PRON fis-4838 123 2 is be VERB fis-4838 123 3 no no DET fis-4838 123 4 linear linear ADJ fis-4838 123 5 relationship relationship NOUN fis-4838 123 6 between between ADP fis-4838 123 7 the the DET fis-4838 123 8 variables variable NOUN fis-4838 123 9 when when SCONJ fis-4838 123 10 the the DET fis-4838 123 11 value value NOUN fis-4838 123 12 is be AUX fis-4838 123 13 0 0 NUM fis-4838 123 14 . . PUNCT fis-4838 124 1   NOUN fis-4838 124 2   NOUN fis-4838 125 1   PUNCT fis-4838 125 2   NOUN fis-4838 125 3   PUNCT fis-4838 125 4   NOUN fis-4838 125 5   NOUN fis-4838 125 6 1 1 NUM fis-4838 125 7 2 2 NUM fis-4838 125 8 2 2 NUM fis-4838 125 9 1 1 NUM fis-4838 125 10 1 1 NUM fis-4838 125 11 n n NUM fis-4838 126 1 i i PRON fis-4838 126 2 ii ii VERB fis-4838 126 3 xy xy INTJ fis-4838 126 4 n n CCONJ fis-4838 127 1 n n NOUN fis-4838 128 1 i i PRON fis-4838 128 2 ii ii VERB fis-4838 129 1 i i NOUN fis-4838 129 2 x x PUNCT fis-4838 129 3 x x VERB fis-4838 130 1 y y NOUN fis-4838 130 2 y y NOUN fis-4838 130 3 r r NOUN fis-4838 130 4 x x PUNCT fis-4838 130 5 x x VERB fis-4838 130 6 y y NOUN fis-4838 130 7 y y PROPN fis-4838 131 1   NUM fis-4838 132 1   NUM fis-4838 132 2   PROPN fis-4838 132 3   PROPN fis-4838 132 4   PROPN fis-4838 132 5   PROPN fis-4838 132 6   PROPN fis-4838 132 7   PROPN fis-4838 132 8   X fis-4838 132 9   X fis-4838 132 10   X fis-4838 132 11 ( ( PUNCT fis-4838 132 12 3 3 X fis-4838 132 13 ) ) PUNCT fis-4838 132 14 the the DET fis-4838 132 15 correlation correlation NOUN fis-4838 132 16 between between ADP fis-4838 132 17 various various ADJ fis-4838 132 18 parameters parameter NOUN fis-4838 132 19 is be AUX fis-4838 132 20 shown show VERB fis-4838 132 21 in in ADP fis-4838 132 22 tab tab NOUN fis-4838 132 23 . . PUNCT fis-4838 133 1 1(b 1(b NUM fis-4838 133 2 ) ) PUNCT fis-4838 133 3 . . PUNCT fis-4838 134 1 from from ADP fis-4838 134 2 tab tab PROPN fis-4838 134 3 . . PUNCT fis-4838 134 4 1(b 1(b NUM fis-4838 134 5 ) ) PUNCT fis-4838 134 6 , , PUNCT fis-4838 134 7 nsif nsif VERB fis-4838 134 8 ( ( PUNCT fis-4838 134 9 the the DET fis-4838 134 10 ratio ratio NOUN fis-4838 134 11 of of ADP fis-4838 134 12 the the DET fis-4838 134 13 repaired repair VERB fis-4838 134 14 plate plate NOUN fis-4838 134 15 to to ADP fis-4838 134 16 the the DET fis-4838 134 17 healthy healthy ADJ fis-4838 134 18 plate plate NOUN fis-4838 134 19 ) ) PUNCT fis-4838 134 20 is be AUX fis-4838 134 21 highly highly ADV fis-4838 134 22 dependent dependent ADJ fis-4838 134 23 on on ADP fis-4838 134 24 the the DET fis-4838 134 25 crack crack NOUN fis-4838 134 26 length length NOUN fis-4838 134 27 ( ( PUNCT fis-4838 134 28 x1 x1 PROPN fis-4838 134 29 ) ) PUNCT fis-4838 134 30 and and CCONJ fis-4838 134 31 patch patch NOUN fis-4838 134 32 thickness thickness NOUN fis-4838 134 33 ( ( PUNCT fis-4838 134 34 x2 x2 PROPN fis-4838 134 35 ) ) PUNCT fis-4838 134 36 . . PUNCT fis-4838 135 1 a a DET fis-4838 135 2 negative negative ADJ fis-4838 135 3 correlation correlation NOUN fis-4838 135 4 indicates indicate VERB fis-4838 135 5 that that SCONJ fis-4838 135 6 as as ADP fis-4838 135 7 one one NUM fis-4838 135 8 variable variable ADJ fis-4838 135 9 value value NOUN fis-4838 135 10 increases increase NOUN fis-4838 135 11 , , PUNCT fis-4838 135 12 the the DET fis-4838 135 13 other other ADJ fis-4838 135 14 decreases decrease VERB fis-4838 135 15 . . PUNCT fis-4838 136 1 from from ADP fis-4838 136 2 tab tab PROPN fis-4838 136 3 . . PUNCT fis-4838 137 1 1(b 1(b NUM fis-4838 137 2 ) ) PUNCT fis-4838 138 1 , , PUNCT fis-4838 138 2 it it PRON fis-4838 138 3 is be AUX fis-4838 138 4 evident evident ADJ fis-4838 138 5 that that PRON fis-4838 138 6 normalized normalize VERB fis-4838 138 7 sif sif PROPN fis-4838 138 8 varies varie NOUN fis-4838 138 9 linearly linearly ADV fis-4838 138 10 with with ADP fis-4838 138 11 crack crack NOUN fis-4838 138 12 length length NOUN fis-4838 138 13 and and CCONJ fis-4838 138 14 patchwork patchwork NOUN fis-4838 138 15 , , PUNCT fis-4838 138 16 and and CCONJ fis-4838 138 17 hence hence ADV fis-4838 138 18 one one NUM fis-4838 138 19 can can AUX fis-4838 138 20 utilize utilize VERB fis-4838 138 21 linear linear ADJ fis-4838 138 22 regression regression NOUN fis-4838 138 23 models model NOUN fis-4838 138 24 for for ADP fis-4838 138 25 the the DET fis-4838 138 26 prediction prediction NOUN fis-4838 138 27 of of ADP fis-4838 138 28 nsif nsif NOUN fis-4838 138 29 . . PUNCT fis-4838 139 1 parameters parameter NOUN fis-4838 140 1 x1 x1 PROPN fis-4838 140 2 x2 x2 PROPN fis-4838 140 3 x3 x3 PROPN fis-4838 140 4 x4 x4 PROPN fis-4838 140 5 x5 x5 PROPN fis-4838 140 6 x6 x6 PROPN fis-4838 140 7 nsif nsif VERB fis-4838 140 8 x1 x1 PROPN fis-4838 140 9 1 1 NUM fis-4838 140 10 x2 x2 NOUN fis-4838 140 11 0 0 NUM fis-4838 140 12 1 1 NUM fis-4838 140 13 x3 x3 NOUN fis-4838 140 14 0 0 NUM fis-4838 140 15 0 0 NUM fis-4838 140 16 1 1 NUM fis-4838 140 17 x4 x4 SYM fis-4838 140 18 0 0 NUM fis-4838 141 1 -0.10465 -0.10465 NOUN fis-4838 141 2 0 0 NUM fis-4838 141 3 1 1 NUM fis-4838 141 4 x5 x5 NOUN fis-4838 141 5 0 0 NUM fis-4838 141 6 -4.27e-18 -4.27e-18 NOUN fis-4838 141 7 0 0 NUM fis-4838 141 8 1.14e-18 1.14e-18 NUM fis-4838 141 9 1 1 NUM fis-4838 141 10 x6 x6 PROPN fis-4838 141 11 0 0 NUM fis-4838 142 1 -7.69e-18 -7.69e-18 NOUN fis-4838 142 2 0 0 PUNCT fis-4838 143 1 -1.23e-17 -1.23e-17 ADP fis-4838 143 2 -1.60e-31 -1.60e-31 PROPN fis-4838 143 3 1 1 NUM fis-4838 143 4 nsif nsif VERB fis-4838 143 5 -0.82863 -0.82863 NOUN fis-4838 143 6 -0.48607 -0.48607 NOUN fis-4838 143 7 -0.03608 -0.03608 NOUN fis-4838 144 1 0.044724 0.044724 NUM fis-4838 144 2 0.010502 0.010502 NUM fis-4838 144 3 -0.08284 -0.08284 NOUN fis-4838 144 4 1 1 NUM fis-4838 144 5 table table NOUN fis-4838 144 6 1(b 1(b NUM fis-4838 144 7 ) ) PUNCT fis-4838 144 8 . . PUNCT fis-4838 144 9     SPACE fis-4838 145 1 correlation correlation NOUN fis-4838 145 2 between between ADP fis-4838 145 3 various various ADJ fis-4838 145 4 parameters parameter NOUN fis-4838 145 5 . . PUNCT fis-4838 145 6     SPACE fis-4838 145 7 machine machine NOUN fis-4838 145 8 learning learning NOUN fis-4838 145 9 ( ( PUNCT fis-4838 145 10 ml ml NOUN fis-4838 145 11 ) ) PUNCT fis-4838 145 12 algorithms algorithm NOUN fis-4838 145 13 in in ADP fis-4838 145 14 the the DET fis-4838 145 15 field field NOUN fis-4838 145 16 of of ADP fis-4838 145 17 ml ml ADP fis-4838 145 18 algorithms algorithm NOUN fis-4838 145 19 , , PUNCT fis-4838 145 20 there there PRON fis-4838 145 21 is be VERB fis-4838 145 22 no no DET fis-4838 145 23 single single ADJ fis-4838 145 24 learning learning NOUN fis-4838 145 25 algorithm algorithm NOUN fis-4838 145 26 that that PRON fis-4838 145 27 offers offer VERB fis-4838 145 28 good good ADJ fis-4838 145 29 learning learning NOUN fis-4838 145 30 on on ADP fis-4838 145 31 all all DET fis-4838 145 32 real real ADJ fis-4838 145 33 - - PUNCT fis-4838 145 34 world world NOUN fis-4838 145 35 challenges challenge NOUN fis-4838 145 36 . . PUNCT fis-4838 146 1 hence hence ADV fis-4838 146 2 , , PUNCT fis-4838 146 3 algorithm algorithm NOUN fis-4838 146 4 selection selection NOUN fis-4838 146 5 was be AUX fis-4838 146 6 done do VERB fis-4838 146 7 based base VERB fis-4838 146 8 on on ADP fis-4838 146 9 the the DET fis-4838 146 10 existing exist VERB fis-4838 146 11 work work NOUN fis-4838 147 1 [ [ X fis-4838 147 2 34 34 NUM fis-4838 147 3 ] ] PUNCT fis-4838 147 4 and and CCONJ fis-4838 147 5 the the DET fis-4838 147 6 study study NOUN fis-4838 147 7 employed employ VERB fis-4838 147 8 a a DET fis-4838 147 9 variety variety NOUN fis-4838 147 10 of of ADP fis-4838 147 11 ml ml NOUN fis-4838 147 12 algorithms algorithm NOUN fis-4838 147 13 . . PUNCT fis-4838 148 1 regression regression NOUN fis-4838 148 2 models model NOUN fis-4838 148 3 a a DET fis-4838 148 4 regression regression NOUN fis-4838 148 5 model model NOUN fis-4838 148 6 is be AUX fis-4838 148 7 a a DET fis-4838 148 8 statistical statistical ADJ fis-4838 148 9 approach approach NOUN fis-4838 148 10 used use VERB fis-4838 148 11 to to PART fis-4838 148 12 analyze analyze VERB fis-4838 148 13 the the DET fis-4838 148 14 relationship relationship NOUN fis-4838 148 15 between between ADP fis-4838 148 16 one one NUM fis-4838 148 17 or or CCONJ fis-4838 148 18 more more ADV fis-4838 148 19 independent independent ADJ fis-4838 148 20 variables variable NOUN fis-4838 148 21 and and CCONJ fis-4838 148 22 a a DET fis-4838 148 23 dependent dependent ADJ fis-4838 148 24 variable variable NOUN fis-4838 148 25 . . PUNCT fis-4838 149 1 it it PRON fis-4838 149 2 aims aim VERB fis-4838 149 3 to to PART fis-4838 149 4 predict predict VERB fis-4838 149 5 or or CCONJ fis-4838 149 6 explain explain VERB fis-4838 149 7 the the DET fis-4838 149 8 value value NOUN fis-4838 149 9 of of ADP fis-4838 149 10 the the DET fis-4838 149 11 dependent dependent ADJ fis-4838 149 12 variable variable NOUN fis-4838 149 13 by by ADP fis-4838 149 14 fitting fit VERB fis-4838 149 15 a a DET fis-4838 149 16 mathematical mathematical ADJ fis-4838 149 17 equation equation NOUN fis-4838 149 18 to to PART fis-4838 149 19 observed observe VERB fis-4838 149 20 data data NOUN fis-4838 149 21 points point NOUN fis-4838 149 22 , , PUNCT fis-4838 149 23 enabling enable VERB fis-4838 149 24 the the DET fis-4838 149 25 estimation estimation NOUN fis-4838 149 26 of of ADP fis-4838 149 27 future future ADJ fis-4838 149 28 outcomes outcome NOUN fis-4838 149 29 . . PUNCT fis-4838 150 1 in in ADP fis-4838 150 2 this this DET fis-4838 150 3 work work NOUN fis-4838 150 4 , , PUNCT fis-4838 150 5 four four NUM fis-4838 150 6 different different ADJ fis-4838 150 7 regression regression NOUN fis-4838 150 8 models model NOUN fis-4838 150 9 were be AUX fis-4838 150 10 utilized utilize VERB fis-4838 150 11 and and CCONJ fis-4838 150 12 can can AUX fis-4838 150 13 be be AUX fis-4838 150 14 seen see VERB fis-4838 150 15 with with ADP fis-4838 150 16 their their PRON fis-4838 150 17 mathematical mathematical ADJ fis-4838 150 18 relation relation NOUN fis-4838 150 19 in in ADP fis-4838 150 20 tab tab NOUN fis-4838 150 21 . . PUNCT fis-4838 151 1 2 2 NUM fis-4838 151 2 , , PUNCT fis-4838 151 3 here here ADV fis-4838 151 4 2 2 NUM fis-4838 151 5 2x 2x NUM fis-4838 151 6 y y PROPN fis-4838 151 7   PROPN fis-4838 151 8 represents represent VERB fis-4838 151 9 the the DET fis-4838 151 10 squared squared ADJ fis-4838 151 11 euclidean euclidean ADJ fis-4838 151 12 norm norm NOUN fis-4838 151 13 of of ADP fis-4838 151 14 the the DET fis-4838 151 15 difference difference NOUN fis-4838 151 16 between between ADP fis-4838 151 17 the the DET fis-4838 151 18 predicted predict VERB fis-4838 151 19 and and CCONJ fis-4838 151 20 actual actual ADJ fis-4838 151 21 outcomes outcome NOUN fis-4838 151 22 , , PUNCT fis-4838 151 23 x x X fis-4838 151 24 is be AUX fis-4838 151 25 the the DET fis-4838 151 26 matrix matrix NOUN fis-4838 151 27 of of ADP fis-4838 151 28 input input NOUN fis-4838 151 29 features feature NOUN fis-4838 151 30 , , PUNCT fis-4838 151 31   PROPN fis-4838 151 32 is be AUX fis-4838 151 33 a a DET fis-4838 151 34 vector vector NOUN fis-4838 151 35 of of ADP fis-4838 151 36 coefficients coefficient NOUN fis-4838 151 37 , , PUNCT fis-4838 151 38 and and CCONJ fis-4838 151 39 y y PROPN fis-4838 151 40 is be AUX fis-4838 151 41 the the DET fis-4838 151 42 vector vector NOUN fis-4838 151 43 of of ADP fis-4838 151 44 actual actual ADJ fis-4838 151 45 outcomes outcome NOUN fis-4838 151 46 . . PUNCT fis-4838 152 1   NOUN fis-4838 152 2 is be AUX fis-4838 152 3 a a DET fis-4838 152 4 regularization regularization NOUN fis-4838 152 5 parameter parameter NOUN fis-4838 152 6 in in ADP fis-4838 152 7 ridge ridge PROPN fis-4838 152 8 , , PUNCT fis-4838 152 9 lasso lasso NOUN fis-4838 152 10 , , PUNCT fis-4838 152 11 and and CCONJ fis-4838 152 12 elastic elastic ADJ fis-4838 152 13 net net ADJ fis-4838 152 14 regressions regression NOUN fis-4838 152 15 that that PRON fis-4838 152 16 controls control VERB fis-4838 152 17 the the DET fis-4838 152 18 strength strength NOUN fis-4838 152 19 of of ADP fis-4838 152 20 penalty penalty NOUN fis-4838 152 21 applied apply VERB fis-4838 152 22 to to ADP fis-4838 152 23 coefficients coefficient NOUN fis-4838 152 24 . . PUNCT fis-4838 153 1 2 2 NUM fis-4838 153 2 2 2 NUM fis-4838 153 3 represents represent VERB fis-4838 153 4 the the DET fis-4838 153 5 squared squared ADJ fis-4838 153 6 euclidean euclidean ADJ fis-4838 153 7 norm norm NOUN fis-4838 153 8 of of ADP fis-4838 153 9 coefficient coefficient NOUN fis-4838 153 10 vector vector PROPN fis-4838 153 11   PROPN fis-4838 153 12 in in ADP fis-4838 153 13 ridge ridge PROPN fis-4838 153 14 regression regression NOUN fis-4838 153 15 . . PUNCT fis-4838 154 1 1 1 PROPN fis-4838 154 2 represents represent VERB fis-4838 154 3 the the DET fis-4838 154 4 l1 l1 PROPN fis-4838 154 5 norm norm NOUN fis-4838 154 6 ( ( PUNCT fis-4838 154 7 or or CCONJ fis-4838 154 8 manhattan manhattan PROPN fis-4838 154 9 distance distance NOUN fis-4838 154 10 ) ) PUNCT fis-4838 154 11 of of ADP fis-4838 154 12 coefficient coefficient NOUN fis-4838 154 13 vector vector PROPN fis-4838 154 14   PROPN fis-4838 154 15 in in ADP fis-4838 154 16 lasso lasso NOUN fis-4838 154 17 regression regression NOUN fis-4838 154 18 . . PUNCT fis-4838 155 1 in in ADP fis-4838 155 2 elastic elastic ADJ fis-4838 155 3 net net ADJ fis-4838 155 4 regression regression NOUN fis-4838 155 5 , , PUNCT fis-4838 155 6   ADP fis-4838 155 7 parameter parameter NOUN fis-4838 155 8 balances balance NOUN fis-4838 155 9 between between ADP fis-4838 155 10 ridge ridge NOUN fis-4838 155 11 ( ( PUNCT fis-4838 155 12 l2 l2 NOUN fis-4838 155 13 ) ) PUNCT fis-4838 155 14 and and CCONJ fis-4838 155 15 lasso lasso NOUN fis-4838 155 16 ( ( PUNCT fis-4838 155 17 l1 l1 PROPN fis-4838 155 18 ) ) PUNCT fis-4838 155 19 penalties penalty NOUN fis-4838 155 20 . . PUNCT fis-4838 156 1 when when SCONJ fis-4838 156 2   ADV fis-4838 156 3 = = SYM fis-4838 156 4 0 0 NUM fis-4838 156 5 , , PUNCT fis-4838 156 6 it it PRON fis-4838 156 7 ’s ’ VERB fis-4838 156 8 equivalent equivalent ADJ fis-4838 156 9 to to ADP fis-4838 156 10 ridge ridge VERB fis-4838 156 11 ; ; PUNCT fis-4838 156 12 when when SCONJ fis-4838 156 13   NOUN fis-4838 156 14 = = SYM fis-4838 156 15 1 1 NUM fis-4838 156 16 , , PUNCT fis-4838 156 17 it it PRON fis-4838 156 18 ’s ’ VERB fis-4838 156 19 equivalent equivalent ADJ fis-4838 156 20 to to ADP fis-4838 156 21 lasso lasso NOUN fis-4838 156 22 . . PUNCT fis-4838 157 1 k k PROPN fis-4838 157 2 nearest near ADJ fis-4838 157 3 neighbours neighbour NOUN fis-4838 157 4 the the DET fis-4838 157 5 knn knn PROPN fis-4838 157 6 technique technique NOUN fis-4838 157 7 is be AUX fis-4838 157 8 an an DET fis-4838 157 9 ml ml X fis-4838 157 10 technique technique NOUN fis-4838 157 11 that that PRON fis-4838 157 12 works work VERB fis-4838 157 13 based base VERB fis-4838 157 14 on on ADP fis-4838 157 15 the the DET fis-4838 157 16 values value NOUN fis-4838 157 17 of of ADP fis-4838 157 18 the the DET fis-4838 157 19 nearest near ADJ fis-4838 157 20 k k PROPN fis-4838 157 21 neighbour neighbour NOUN fis-4838 157 22 . . PUNCT fis-4838 158 1 the the DET fis-4838 158 2 knn knn PROPN fis-4838 158 3 technique technique NOUN fis-4838 158 4 is be AUX fis-4838 158 5 a a DET fis-4838 158 6 non non ADJ fis-4838 158 7 - - ADJ fis-4838 158 8 parametric parametric ADJ fis-4838 158 9 technique technique NOUN fis-4838 158 10 used use VERB fis-4838 158 11 for for ADP fis-4838 158 12 classification classification NOUN fis-4838 158 13 and and CCONJ fis-4838 158 14 regression regression NOUN fis-4838 158 15 tasks task NOUN fis-4838 158 16 . . PUNCT fis-4838 159 1 while while SCONJ fis-4838 159 2 performing perform VERB fis-4838 159 3 the the DET fis-4838 159 4 learning learning NOUN fis-4838 159 5 process process NOUN fis-4838 159 6 , , PUNCT fis-4838 159 7 the the DET fis-4838 159 8 knn knn PROPN fis-4838 159 9 technique technique NOUN fis-4838 159 10 first first ADV fis-4838 159 11 calculates calculate VERB fis-4838 159 12 the the DET fis-4838 159 13 distance distance NOUN fis-4838 159 14 between between ADP fis-4838 159 15 the the DET fis-4838 159 16 individual individual ADJ fis-4838 159 17 data datum NOUN fis-4838 159 18 in in ADP fis-4838 159 19 the the DET fis-4838 159 20 investigated investigate VERB fis-4838 159 21 data data NOUN fis-4838 159 22 set set VERB fis-4838 159 23 . . PUNCT fis-4838 160 1 the the DET fis-4838 160 2 distance distance NOUN fis-4838 160 3 may may AUX fis-4838 160 4 be be AUX fis-4838 160 5 calculated calculate VERB fis-4838 160 6 using use VERB fis-4838 160 7 euclidian euclidian PROPN fis-4838 160 8 , , PUNCT fis-4838 160 9 manhattan manhattan PROPN fis-4838 160 10 , , PUNCT fis-4838 160 11 or or CCONJ fis-4838 160 12 hamming hamming NOUN fis-4838 160 13 distance distance NOUN fis-4838 160 14 functions function NOUN fis-4838 160 15 . . PUNCT fis-4838 161 1 then then ADV fis-4838 161 2 , , PUNCT fis-4838 161 3 for for SCONJ fis-4838 161 4 each each DET fis-4838 161 5 data datum NOUN fis-4838 161 6 set set VERB fis-4838 161 7 , , PUNCT fis-4838 161 8 the the DET fis-4838 161 9 mean mean ADJ fis-4838 161 10 value value NOUN fis-4838 161 11 of of ADP fis-4838 161 12 the the DET fis-4838 161 13 nearest near ADJ fis-4838 161 14 k k PROPN fis-4838 161 15 neighbours neighbour NOUN fis-4838 161 16 is be AUX fis-4838 161 17 computed compute VERB fis-4838 161 18 . . PUNCT fis-4838 162 1 the the DET fis-4838 162 2 value value NOUN fis-4838 162 3 of of ADP fis-4838 162 4 k k PROPN fis-4838 162 5 is be AUX fis-4838 162 6 the the DET fis-4838 162 7 knn knn PROPN fis-4838 162 8 technique technique NOUN fis-4838 162 9 ’s ’s PART fis-4838 162 10 only only ADJ fis-4838 162 11 hyperparameter hyperparameter NOUN fis-4838 162 12 . . PUNCT fis-4838 163 1 if if SCONJ fis-4838 163 2 the the DET fis-4838 163 3 k k PROPN fis-4838 163 4 value value NOUN fis-4838 163 5 is be AUX fis-4838 163 6 too too ADV fis-4838 163 7 low low ADJ fis-4838 163 8 , , PUNCT fis-4838 163 9 the the DET fis-4838 163 10 boundaries boundary NOUN fis-4838 163 11 flicker flicker NOUN fis-4838 163 12 , , PUNCT fis-4838 163 13 leading lead VERB fis-4838 163 14 to to ADP fis-4838 163 15 overfitting overfitte VERB fis-4838 163 16 . . PUNCT fis-4838 164 1 conversely conversely ADV fis-4838 164 2 , , PUNCT fis-4838 164 3 a a DET fis-4838 164 4 too too ADV fis-4838 164 5 - - PUNCT fis-4838 164 6 high high ADJ fis-4838 164 7 k k ADJ fis-4838 164 8 - - PUNCT fis-4838 164 9 value value NOUN fis-4838 164 10 results result NOUN fis-4838 164 11 in in ADP fis-4838 164 12 smoother smoother ADJ fis-4838 164 13 separation separation NOUN fis-4838 164 14 boundaries boundary NOUN fis-4838 164 15 , , PUNCT fis-4838 164 16 causing cause VERB fis-4838 164 17 underfitting underfitting ADJ fis-4838 164 18 . . PUNCT fis-4838 165 1 the the DET fis-4838 165 2 drawback drawback NOUN fis-4838 165 3 of of ADP fis-4838 165 4 the the DET fis-4838 165 5 knn knn PROPN fis-4838 165 6 technique technique NOUN fis-4838 165 7 is be AUX fis-4838 165 8 the the DET fis-4838 165 9 distance distance NOUN fis-4838 165 10 computation computation NOUN fis-4838 165 11 procedure procedure NOUN fis-4838 165 12 , , PUNCT fis-4838 165 13 which which PRON fis-4838 165 14 increases increase VERB fis-4838 165 15 the the DET fis-4838 165 16 processing processing NOUN fis-4838 165 17 burden burden NOUN fis-4838 165 18 as as SCONJ fis-4838 165 19 data data NOUN fis-4838 165 20 grows grow VERB fis-4838 165 21 . . PUNCT fis-4838 166 1 a. a. PROPN fis-4838 166 2 aabid aabid PROPN fis-4838 166 3 et et PROPN fis-4838 166 4 alii alii PROPN fis-4838 166 5 , , PUNCT fis-4838 166 6 frattura frattura PROPN fis-4838 166 7 ed ed PROPN fis-4838 166 8 integrità integrità PROPN fis-4838 166 9 strutturale strutturale PROPN fis-4838 166 10 , , PUNCT fis-4838 166 11 68 68 NUM fis-4838 166 12 ( ( PUNCT fis-4838 166 13 2024 2024 NUM fis-4838 166 14 ) ) PUNCT fis-4838 166 15 310 310 NUM fis-4838 166 16 - - SYM fis-4838 166 17 324 324 NUM fis-4838 166 18 ; ; PUNCT fis-4838 166 19 doi doi NOUN fis-4838 166 20 : : PUNCT fis-4838 166 21 10.3221 10.3221 NUM fis-4838 166 22 / / SYM fis-4838 166 23 igf igf PROPN fis-4838 166 24 - - ADJ fis-4838 166 25 esis.68.21 esis.68.21 PROPN fis-4838 166 26 316 316 NUM fis-4838 166 27 s. s. PROPN fis-4838 166 28 no no PROPN fis-4838 166 29 . . PUNCT fis-4838 167 1 regression regression NOUN fis-4838 167 2 models model NOUN fis-4838 167 3 mathematical mathematical ADJ fis-4838 167 4 equation equation NOUN fis-4838 167 5 1 1 NUM fis-4838 167 6 ols ol NOUN fis-4838 167 7 regression regression VERB fis-4838 167 8 2 2 NUM fis-4838 167 9 2min 2min NUM fis-4838 167 10     SPACE fis-4838 167 11 x x PROPN fis-4838 167 12 y y PROPN fis-4838 167 13   PROPN fis-4838 167 14   PROPN fis-4838 167 15   PROPN fis-4838 167 16 2 2 NUM fis-4838 167 17 ridge ridge NOUN fis-4838 167 18 regression regression NOUN fis-4838 167 19 2 2 NUM fis-4838 167 20 2 2 NUM fis-4838 167 21 2 2 NUM fis-4838 167 22 2min 2min NUM fis-4838 167 23     SPACE fis-4838 167 24 x x PROPN fis-4838 167 25 y y PROPN fis-4838 167 26   PROPN fis-4838 167 27   PROPN fis-4838 167 28   PROPN fis-4838 167 29   PUNCT fis-4838 167 30 3 3 NUM fis-4838 167 31 lasso lasso NOUN fis-4838 167 32 regression regression NOUN fis-4838 167 33 2 2 NUM fis-4838 167 34 2 2 NUM fis-4838 167 35 1 1 NUM fis-4838 167 36 samples sample NOUN fis-4838 167 37 1 1 NUM fis-4838 167 38 min min NOUN fis-4838 167 39     SPACE fis-4838 167 40 2 2 NUM fis-4838 167 41 x x SYM fis-4838 167 42 y y NOUN fis-4838 167 43 n n PRON fis-4838 167 44   PROPN fis-4838 167 45   NUM fis-4838 167 46   VERB fis-4838 167 47 4 4 NUM fis-4838 167 48 elastic elastic ADJ fis-4838 167 49 net net ADJ fis-4838 167 50 regression regression NOUN fis-4838 167 51   NOUN fis-4838 167 52 2 2 PROPN fis-4838 167 53 2 2 NUM fis-4838 167 54 2 2 NUM fis-4838 167 55 1 1 NUM fis-4838 167 56 2 2 NUM fis-4838 167 57 samples sample NOUN fis-4838 167 58 11 11 NUM fis-4838 167 59 min min NOUN fis-4838 167 60     SPACE fis-4838 167 61 2 2 NUM fis-4838 167 62 2 2 NUM fis-4838 167 63 x x SYM fis-4838 167 64 y y NOUN fis-4838 167 65 n n PRON fis-4838 167 66   X fis-4838 167 67   ADP fis-4838 167 68   PROPN fis-4838 167 69   PROPN fis-4838 168 1   PROPN fis-4838 168 2   PROPN fis-4838 168 3   PROPN fis-4838 168 4   PUNCT fis-4838 168 5   PRON fis-4838 168 6 table table NOUN fis-4838 168 7 2 2 NUM fis-4838 168 8 : : PUNCT fis-4838 168 9     SPACE fis-4838 168 10 regression regression NOUN fis-4838 168 11 models model NOUN fis-4838 168 12 . . PUNCT fis-4838 168 13     SPACE fis-4838 169 1 decision decision NOUN fis-4838 169 2 tree tree NOUN fis-4838 169 3 decision decision NOUN fis-4838 169 4 trees tree NOUN fis-4838 169 5 ( ( PUNCT fis-4838 169 6 dt dt NOUN fis-4838 169 7 ) ) PUNCT fis-4838 169 8 represent represent VERB fis-4838 169 9 versatile versatile ADJ fis-4838 169 10 non non ADJ fis-4838 169 11 - - ADJ fis-4838 169 12 parametric parametric ADJ fis-4838 169 13 supervised supervised ADJ fis-4838 169 14 ml ml NOUN fis-4838 169 15 techniques technique NOUN fis-4838 169 16 capable capable ADJ fis-4838 169 17 of of ADP fis-4838 169 18 handling handle VERB fis-4838 169 19 both both CCONJ fis-4838 169 20 classification classification NOUN fis-4838 169 21 and and CCONJ fis-4838 169 22 regression regression NOUN fis-4838 169 23 tasks task NOUN fis-4838 169 24 . . PUNCT fis-4838 170 1 the the DET fis-4838 170 2 primary primary ADJ fis-4838 170 3 aim aim NOUN fis-4838 170 4 of of ADP fis-4838 170 5 a a DET fis-4838 170 6 dt dt NOUN fis-4838 170 7 is be AUX fis-4838 170 8 to to PART fis-4838 170 9 create create VERB fis-4838 170 10 a a DET fis-4838 170 11 model model NOUN fis-4838 170 12 that that PRON fis-4838 170 13 predicts predict VERB fis-4838 170 14 the the DET fis-4838 170 15 target target NOUN fis-4838 170 16 variables variable NOUN fis-4838 170 17 ' ' PART fis-4838 170 18 value value NOUN fis-4838 170 19 by by ADP fis-4838 170 20 learning learn VERB fis-4838 170 21 straightforward straightforward ADJ fis-4838 170 22 decision decision NOUN fis-4838 170 23 rules rule NOUN fis-4838 170 24 derived derive VERB fis-4838 170 25 from from ADP fis-4838 170 26 the the DET fis-4838 170 27 data data NOUN fis-4838 170 28 features feature NOUN fis-4838 170 29 . . PUNCT fis-4838 171 1 the the DET fis-4838 171 2 dt dt PROPN fis-4838 171 3 process process NOUN fis-4838 171 4 involves involve VERB fis-4838 171 5 three three NUM fis-4838 171 6 key key ADJ fis-4838 171 7 steps step NOUN fis-4838 171 8 . . PUNCT fis-4838 172 1 firstly firstly ADV fis-4838 172 2 , , PUNCT fis-4838 172 3 the the DET fis-4838 172 4 most most ADV fis-4838 172 5 crucial crucial ADJ fis-4838 172 6 feature feature NOUN fis-4838 172 7 is be AUX fis-4838 172 8 positioned position VERB fis-4838 172 9 as as ADP fis-4838 172 10 the the DET fis-4838 172 11 initial initial ADJ fis-4838 172 12 node node NOUN fis-4838 172 13 . . PUNCT fis-4838 173 1 next next ADV fis-4838 173 2 , , PUNCT fis-4838 173 3 in in ADP fis-4838 173 4 the the DET fis-4838 173 5 second second ADJ fis-4838 173 6 step step NOUN fis-4838 173 7 , , PUNCT fis-4838 173 8 the the DET fis-4838 173 9 dataset dataset NOUN fis-4838 173 10 is be AUX fis-4838 173 11 divided divide VERB fis-4838 173 12 into into ADP fis-4838 173 13 subgroups subgroup NOUN fis-4838 173 14 based base VERB fis-4838 173 15 on on ADP fis-4838 173 16 this this DET fis-4838 173 17 node node NOUN fis-4838 173 18 , , PUNCT fis-4838 173 19 with with ADP fis-4838 173 20 subsets subset NOUN fis-4838 173 21 formed form VERB fis-4838 173 22 using use VERB fis-4838 173 23 data datum NOUN fis-4838 173 24 sharing share VERB fis-4838 173 25 the the DET fis-4838 173 26 same same ADJ fis-4838 173 27 value value NOUN fis-4838 173 28 for for ADP fis-4838 173 29 each each DET fis-4838 173 30 feature feature NOUN fis-4838 173 31 . . PUNCT fis-4838 174 1 this this DET fis-4838 174 2 process process NOUN fis-4838 174 3 is be AUX fis-4838 174 4 iterated iterate VERB fis-4838 174 5 until until SCONJ fis-4838 174 6 the the DET fis-4838 174 7 final final ADJ fis-4838 174 8 nodes node NOUN fis-4838 174 9 appear appear VERB fis-4838 174 10 in in ADP fis-4838 174 11 all all DET fis-4838 174 12 branches branch NOUN fis-4838 174 13 during during ADP fis-4838 174 14 the the DET fis-4838 174 15 third third ADJ fis-4838 174 16 step step NOUN fis-4838 174 17 . . PUNCT fis-4838 175 1 the the DET fis-4838 175 2 outcome outcome NOUN fis-4838 175 3 of of ADP fis-4838 175 4 the the DET fis-4838 175 5 technique technique NOUN fis-4838 175 6 resembles resemble VERB fis-4838 175 7 a a DET fis-4838 175 8 root root NOUN fis-4838 175 9 with with ADP fis-4838 175 10 decision decision NOUN fis-4838 175 11 leafs leafs ADJ fis-4838 175 12 . . PUNCT fis-4838 176 1 dt dt PUNCT fis-4838 176 2 can can AUX fis-4838 176 3 accommodate accommodate VERB fis-4838 176 4 both both CCONJ fis-4838 176 5 categorical categorical ADJ fis-4838 176 6 and and CCONJ fis-4838 176 7 numerical numerical ADJ fis-4838 176 8 data datum NOUN fis-4838 176 9 . . PUNCT fis-4838 177 1 support support NOUN fis-4838 177 2 vector vector NOUN fis-4838 177 3 regression regression NOUN fis-4838 177 4 ( ( PUNCT fis-4838 177 5 svr svr PROPN fis-4838 177 6 ) ) PUNCT fis-4838 177 7 support support NOUN fis-4838 177 8 vector vector NOUN fis-4838 177 9 machine machine NOUN fis-4838 177 10 ( ( PUNCT fis-4838 177 11 svm svm PROPN fis-4838 177 12 ) ) PUNCT fis-4838 177 13 is be AUX fis-4838 177 14 a a DET fis-4838 177 15 versatile versatile ADJ fis-4838 177 16 technique technique NOUN fis-4838 177 17 that that PRON fis-4838 177 18 not not PART fis-4838 177 19 only only ADV fis-4838 177 20 does do AUX fis-4838 177 21 linear linear NOUN fis-4838 177 22 and and CCONJ fis-4838 177 23 non non ADJ fis-4838 177 24 - - ADJ fis-4838 177 25 linear linear ADJ fis-4838 177 26 classification classification NOUN fis-4838 177 27 but but CCONJ fis-4838 177 28 also also ADV fis-4838 177 29 supports support VERB fis-4838 177 30 regression regression NOUN fis-4838 177 31 . . PUNCT fis-4838 178 1 the the DET fis-4838 178 2 svr svr PROPN fis-4838 178 3 is be AUX fis-4838 178 4 the the DET fis-4838 178 5 svm svm ADJ fis-4838 178 6 technique technique NOUN fis-4838 178 7 for for ADP fis-4838 178 8 regression regression NOUN fis-4838 178 9 . . PUNCT fis-4838 179 1 svr svr PROPN fis-4838 179 2 aims aim VERB fis-4838 179 3 to to PART fis-4838 179 4 fit fit VERB fis-4838 179 5 as as ADV fis-4838 179 6 many many ADJ fis-4838 179 7 instances instance NOUN fis-4838 179 8 on on ADP fis-4838 179 9 the the DET fis-4838 179 10 street street NOUN fis-4838 179 11 as as ADP fis-4838 179 12 feasible feasible ADJ fis-4838 179 13 while while SCONJ fis-4838 179 14 limiting limit VERB fis-4838 179 15 margin margin NOUN fis-4838 179 16 violations violation NOUN fis-4838 179 17 . . PUNCT fis-4838 180 1 the the DET fis-4838 180 2 hyperparameter hyperparameter NOUN fis-4838 180 3 ε ε PROPN fis-4838 180 4 controls control VERB fis-4838 180 5 the the DET fis-4838 180 6 width width NOUN fis-4838 180 7 of of ADP fis-4838 180 8 the the DET fis-4838 180 9 street street NOUN fis-4838 180 10 . . PUNCT fis-4838 181 1 svr svr PROPN fis-4838 181 2 has have VERB fis-4838 181 3 different different ADJ fis-4838 181 4 kernels kernel NOUN fis-4838 181 5 . . PUNCT fis-4838 182 1 tab tab NOUN fis-4838 182 2 . . PUNCT fis-4838 183 1 3 3 NUM fis-4838 183 2 lists list NOUN fis-4838 183 3 some some PRON fis-4838 183 4 of of ADP fis-4838 183 5 the the DET fis-4838 183 6 most most ADV fis-4838 183 7 used use VERB fis-4838 183 8 kernels kernel NOUN fis-4838 183 9 . . PUNCT fis-4838 184 1 here here ADV fis-4838 184 2 , , PUNCT fis-4838 184 3 a a DET fis-4838 184 4 b b NOUN fis-4838 184 5 are be AUX fis-4838 184 6 input input ADJ fis-4838 184 7 vectors vector NOUN fis-4838 184 8 , , PUNCT fis-4838 184 9   PROPN fis-4838 184 10 is be AUX fis-4838 184 11 a a DET fis-4838 184 12 coefficient coefficient NOUN fis-4838 184 13 for for ADP fis-4838 184 14 the the DET fis-4838 184 15 kernel kernel PROPN fis-4838 184 16 functions function NOUN fis-4838 184 17 , , PUNCT fis-4838 184 18 r r NOUN fis-4838 184 19 is be AUX fis-4838 184 20 a a DET fis-4838 184 21 coefficient coefficient NOUN fis-4838 184 22 used use VERB fis-4838 184 23 in in ADP fis-4838 184 24 polynomial polynomial ADJ fis-4838 184 25 and and CCONJ fis-4838 184 26 sigmoid sigmoid NOUN fis-4838 184 27 kernels kernel NOUN fis-4838 184 28 , , PUNCT fis-4838 184 29 and and CCONJ fis-4838 184 30 d d NOUN fis-4838 184 31 is be AUX fis-4838 184 32 the the DET fis-4838 184 33 degree degree NOUN fis-4838 184 34 of of ADP fis-4838 184 35 the the DET fis-4838 184 36 polynomial polynomial NOUN fis-4838 184 37 in in ADP fis-4838 184 38 polynomial polynomial ADJ fis-4838 184 39 kernel kernel NOUN fis-4838 184 40 . . PUNCT fis-4838 185 1 name name NOUN fis-4838 185 2 of of ADP fis-4838 185 3 kernel kernel PROPN fis-4838 185 4 kernel kernel PROPN fis-4838 185 5 function function PROPN fis-4838 185 6 linear linear PROPN fis-4838 185 7   PROPN fis-4838 185 8   PROPN fis-4838 185 9 , , PUNCT fis-4838 185 10 tk tk PROPN fis-4838 185 11 a a NOUN fis-4838 185 12 b b PROPN fis-4838 185 13 a a DET fis-4838 185 14 b b PROPN fis-4838 185 15 polynomial polynomial ADJ fis-4838 185 16   NOUN fis-4838 185 17   SYM fis-4838 185 18   PROPN fis-4838 185 19   PROPN fis-4838 185 20 , , PUNCT fis-4838 185 21 dtk dtk PROPN fis-4838 185 22 r r PROPN fis-4838 185 23 a a PROPN fis-4838 185 24 b b X fis-4838 185 25 a a DET fis-4838 185 26 b b PROPN fis-4838 185 27 gaussian gaussian X fis-4838 185 28 rbf rbf PROPN fis-4838 185 29 ( ( PUNCT fis-4838 185 30 radial radial ADJ fis-4838 185 31 basis basis NOUN fis-4838 185 32 function function NOUN fis-4838 185 33 ) ) PUNCT fis-4838 185 34   NOUN fis-4838 185 35   SYM fis-4838 185 36   PROPN fis-4838 185 37 2 2 NOUN fis-4838 185 38 , , PUNCT fis-4838 185 39 expk expk PROPN fis-4838 185 40   PROPN fis-4838 185 41   PROPN fis-4838 185 42 a a NOUN fis-4838 185 43 b b PROPN fis-4838 185 44 a a DET fis-4838 185 45 b b NOUN fis-4838 185 46 sigmoid sigmoid NOUN fis-4838 185 47   NOUN fis-4838 185 48   SYM fis-4838 185 49   PROPN fis-4838 185 50   PROPN fis-4838 185 51 , , PUNCT fis-4838 185 52 tanh tanh PROPN fis-4838 185 53 tk tk PROPN fis-4838 185 54 r r PROPN fis-4838 185 55 a a PROPN fis-4838 185 56 b b X fis-4838 185 57 a a DET fis-4838 185 58 b b NOUN fis-4838 185 59 table table NOUN fis-4838 185 60 3 3 NUM fis-4838 185 61 : : PUNCT fis-4838 185 62     SPACE fis-4838 185 63 different different ADJ fis-4838 185 64 kernels kernel NOUN fis-4838 185 65 of of ADP fis-4838 185 66 svr svr PROPN fis-4838 185 67 . . PUNCT fis-4838 185 68     SPACE fis-4838 185 69 tab tab NOUN fis-4838 185 70 . . PUNCT fis-4838 185 71 4 4 NUM fis-4838 185 72 lists list VERB fis-4838 185 73 the the DET fis-4838 185 74 various various ADJ fis-4838 185 75 hyperparameters hyperparameter NOUN fis-4838 185 76 of of ADP fis-4838 185 77 various various ADJ fis-4838 185 78 ml ml NOUN fis-4838 185 79 techniques technique NOUN fis-4838 185 80 used use VERB fis-4838 185 81 in in ADP fis-4838 185 82 the the DET fis-4838 185 83 study study NOUN fis-4838 185 84 and and CCONJ fis-4838 185 85 further far ADV fis-4838 185 86 the the DET fis-4838 185 87 explanation explanation NOUN fis-4838 185 88 of of ADP fis-4838 185 89 hyperparameters hyperparameter NOUN fis-4838 185 90 can can AUX fis-4838 185 91 be be AUX fis-4838 185 92 found find VERB fis-4838 185 93 in in ADP fis-4838 185 94 [ [ X fis-4838 185 95 35 35 NUM fis-4838 185 96 ] ] PUNCT fis-4838 185 97 . . PUNCT fis-4838 186 1 regression regression NOUN fis-4838 186 2 model model NOUN fis-4838 186 3 evaluation evaluation NOUN fis-4838 186 4 and and CCONJ fis-4838 186 5 performance performance NOUN fis-4838 186 6 metrics metric NOUN fis-4838 186 7 there there PRON fis-4838 186 8 are be VERB fis-4838 186 9 many many ADJ fis-4838 186 10 well well ADV fis-4838 186 11 - - PUNCT fis-4838 186 12 known know VERB fis-4838 186 13 model model NOUN fis-4838 186 14 evaluation evaluation NOUN fis-4838 186 15 techniques technique NOUN fis-4838 186 16 such such ADJ fis-4838 186 17 as as ADP fis-4838 186 18 percentage percentage NOUN fis-4838 186 19 split split NOUN fis-4838 186 20 and and CCONJ fis-4838 186 21 cross cross NOUN fis-4838 186 22 - - NOUN fis-4838 186 23 validation validation NOUN fis-4838 186 24 . . PUNCT fis-4838 187 1 the the DET fis-4838 187 2 percentage percentage NOUN fis-4838 187 3 split split NOUN fis-4838 187 4 is be AUX fis-4838 187 5 the the DET fis-4838 187 6 simplest simple ADJ fis-4838 187 7 technique technique NOUN fis-4838 187 8 . . PUNCT fis-4838 188 1 in in ADP fis-4838 188 2 this this DET fis-4838 188 3 paper paper NOUN fis-4838 188 4 , , PUNCT fis-4838 188 5 all all DET fis-4838 188 6 the the DET fis-4838 188 7 data data NOUN fis-4838 188 8 is be AUX fis-4838 188 9 divided divide VERB fis-4838 188 10 into into ADP fis-4838 188 11 train train NOUN fis-4838 188 12 and and CCONJ fis-4838 188 13 test test NOUN fis-4838 188 14 subsets subset NOUN fis-4838 188 15 based base VERB fis-4838 188 16 on on ADP fis-4838 188 17 a a DET fis-4838 188 18 percentage percentage NOUN fis-4838 188 19 definition definition NOUN fis-4838 188 20 . . PUNCT fis-4838 189 1 80 80 NUM fis-4838 189 2 % % NOUN fis-4838 189 3 of of ADP fis-4838 189 4 the the DET fis-4838 189 5 data data NOUN fis-4838 189 6 sample sample NOUN fis-4838 189 7 is be AUX fis-4838 189 8 used use VERB fis-4838 189 9 for for ADP fis-4838 189 10 training train VERB fis-4838 189 11 the the DET fis-4838 189 12 model model NOUN fis-4838 189 13 and and CCONJ fis-4838 189 14 20 20 NUM fis-4838 189 15 % % NOUN fis-4838 189 16 as as ADP fis-4838 189 17 the the DET fis-4838 189 18 test test NOUN fis-4838 189 19 data datum NOUN fis-4838 189 20 . . PUNCT fis-4838 190 1 in in ADP fis-4838 190 2 this this DET fis-4838 190 3 paper paper NOUN fis-4838 190 4 , , PUNCT fis-4838 190 5 the the DET fis-4838 190 6 open open ADJ fis-4838 190 7 source source NOUN fis-4838 190 8 scikit scikit NOUN fis-4838 190 9 learn learn VERB fis-4838 190 10 toolbox toolbox NOUN fis-4838 190 11 is be AUX fis-4838 190 12 used use VERB fis-4838 190 13 for for ADP fis-4838 190 14 the the DET fis-4838 190 15 analysis analysis NOUN fis-4838 190 16 [ [ X fis-4838 190 17 35 35 NUM fis-4838 190 18 ] ] PUNCT fis-4838 190 19 . . PUNCT fis-4838 191 1 the the DET fis-4838 191 2 training training NOUN fis-4838 191 3 and and CCONJ fis-4838 191 4 test test NOUN fis-4838 191 5 subsets subset NOUN fis-4838 191 6 are be AUX fis-4838 191 7 utilized utilize VERB fis-4838 191 8 for for ADP fis-4838 191 9 training training NOUN fis-4838 191 10 and and CCONJ fis-4838 191 11 assessing assess VERB fis-4838 191 12 the the DET fis-4838 191 13 performance performance NOUN fis-4838 191 14 of of ADP fis-4838 191 15 the the DET fis-4838 191 16 model model NOUN fis-4838 191 17 , , PUNCT fis-4838 191 18 respectively respectively ADV fis-4838 191 19 . . PUNCT fis-4838 192 1 the the DET fis-4838 192 2 main main ADJ fis-4838 192 3 criteria criterion NOUN fis-4838 192 4 used use VERB fis-4838 192 5 for for ADP fis-4838 192 6 model model NOUN fis-4838 192 7 evaluation evaluation NOUN fis-4838 192 8 and and CCONJ fis-4838 192 9 selection selection NOUN fis-4838 192 10 of of ADP fis-4838 192 11 the the DET fis-4838 192 12 model model NOUN fis-4838 192 13 are be AUX fis-4838 192 14 called call VERB fis-4838 192 15 metrics metric NOUN fis-4838 192 16 . . PUNCT fis-4838 193 1 the the DET fis-4838 193 2 rootmean rootmean ADJ fis-4838 193 3 - - PUNCT fis-4838 193 4 square square NOUN fis-4838 193 5 error error NOUN fis-4838 193 6 ( ( PUNCT fis-4838 193 7 rmse rmse NOUN fis-4838 193 8 ) ) PUNCT fis-4838 193 9 , , PUNCT fis-4838 193 10 mean mean VERB fis-4838 193 11 average average ADJ fis-4838 193 12 error error NOUN fis-4838 193 13 ( ( PUNCT fis-4838 193 14 mae mae PROPN fis-4838 193 15 ) ) PUNCT fis-4838 193 16 , , PUNCT fis-4838 193 17 mean mean VERB fis-4838 193 18 absolute absolute ADJ fis-4838 193 19 percentage percentage NOUN fis-4838 193 20 error error NOUN fis-4838 193 21 ( ( PUNCT fis-4838 193 22 mape mape NOUN fis-4838 193 23 ) ) PUNCT fis-4838 193 24 , , PUNCT fis-4838 193 25 and and CCONJ fis-4838 193 26 coefficient coefficient NOUN fis-4838 193 27 of of ADP fis-4838 193 28 determination determination NOUN fis-4838 193 29 ( ( PUNCT fis-4838 193 30 r2 r2 PROPN fis-4838 193 31 ) ) PUNCT fis-4838 193 32 are be AUX fis-4838 193 33 the the DET fis-4838 193 34 most most ADV fis-4838 193 35 widely widely ADV fis-4838 193 36 used use VERB fis-4838 193 37 regression regression NOUN fis-4838 193 38 metrics metric NOUN fis-4838 193 39 and and CCONJ fis-4838 193 40 are be AUX fis-4838 193 41 used use VERB fis-4838 193 42 in in ADP fis-4838 193 43 this this DET fis-4838 193 44 paper paper NOUN fis-4838 193 45 . . PUNCT fis-4838 194 1 tab tab NOUN fis-4838 194 2 . . PUNCT fis-4838 195 1 5 5 NUM fis-4838 195 2 shows show VERB fis-4838 195 3 the the DET fis-4838 195 4 key key ADJ fis-4838 195 5 equations equation NOUN fis-4838 195 6 of of ADP fis-4838 195 7 performance performance NOUN fis-4838 195 8 metrics metric NOUN fis-4838 195 9 . . PUNCT fis-4838 196 1 a. a. NOUN fis-4838 196 2 aabid aabid PROPN fis-4838 196 3 et et PROPN fis-4838 196 4 alii alii PROPN fis-4838 196 5 , , PUNCT fis-4838 196 6 frattura frattura PROPN fis-4838 196 7 ed ed PROPN fis-4838 196 8 integrità integrità PROPN fis-4838 196 9 strutturale strutturale PROPN fis-4838 196 10 , , PUNCT fis-4838 196 11 68 68 NUM fis-4838 196 12 ( ( PUNCT fis-4838 196 13 2024 2024 NUM fis-4838 196 14 ) ) PUNCT fis-4838 196 15 310 310 NUM fis-4838 196 16 - - SYM fis-4838 196 17 324 324 NUM fis-4838 196 18 ; ; PUNCT fis-4838 196 19 doi doi NOUN fis-4838 196 20 : : PUNCT fis-4838 196 21 10.3221 10.3221 NUM fis-4838 196 22 / / SYM fis-4838 196 23 igf igf PROPN fis-4838 196 24 - - ADJ fis-4838 196 25 esis.68.21 esis.68.21 ADJ fis-4838 196 26 317 317 NUM fis-4838 196 27 machine machine NOUN fis-4838 196 28 learning learning NOUN fis-4838 196 29 technique technique NOUN fis-4838 196 30 parameters parameter NOUN fis-4838 196 31 ols ol NOUN fis-4838 196 32 hyperparameters hyperparameter NOUN fis-4838 196 33 : : PUNCT fis-4838 196 34 ' ' PUNCT fis-4838 196 35 copy_x copy_x NOUN fis-4838 196 36 ' ' PUNCT fis-4838 196 37 : : PUNCT fis-4838 196 38 true true ADJ fis-4838 196 39 , , PUNCT fis-4838 196 40 ' ' PUNCT fis-4838 196 41 fit_intercept fit_intercept VERB fis-4838 196 42 ' ' PUNCT fis-4838 196 43 : : PUNCT fis-4838 196 44 true true ADJ fis-4838 196 45 , , PUNCT fis-4838 196 46 ' ' PUNCT fis-4838 196 47 n_jobs n_jobs PRON fis-4838 196 48 ' ' PUNCT fis-4838 196 49 : : PUNCT fis-4838 196 50 none none NOUN fis-4838 196 51 , , PUNCT fis-4838 196 52 ' ' PUNCT fis-4838 196 53 normalize normalize VERB fis-4838 196 54 ' ' PUNCT fis-4838 196 55 : : PUNCT fis-4838 196 56 false false ADJ fis-4838 196 57 , , PUNCT fis-4838 196 58 ' ' PUNCT fis-4838 196 59 positive positive ADJ fis-4838 196 60 ' ' PUNCT fis-4838 196 61 : : PUNCT fis-4838 196 62 false false ADJ fis-4838 196 63 attributes attribute NOUN fis-4838 196 64 : : PUNCT fis-4838 196 65 coefficients coefficient NOUN fis-4838 196 66 : : PUNCT fis-4838 197 1 [ [ X fis-4838 197 2 [ [ X fis-4838 197 3 -7.17938824e-03 -7.17938824e-03 INTJ fis-4838 197 4 -1.41997647e-01 -1.41997647e-01 PROPN fis-4838 197 5 -4.48094118e-03 -4.48094118e-03 NUM fis-4838 197 6 1.34583529e-03 1.34583529e-03 NUM fis-4838 197 7 -1.70000000e+00 -1.70000000e+00 PROPN fis-4838 197 8 -1.50833333e-02 -1.50833333e-02 PROPN fis-4838 197 9 ] ] PUNCT fis-4838 197 10 ] ] X fis-4838 197 11 intercept intercept NOUN fis-4838 197 12 : : PUNCT fis-4838 198 1 [ [ X fis-4838 198 2 0.53385553 0.53385553 NUM fis-4838 198 3 lasso lasso NOUN fis-4838 198 4 hyperparameters hyperparameter VERB fis-4838 198 5 : : PUNCT fis-4838 198 6 ' ' PUNCT fis-4838 198 7 alpha alpha NOUN fis-4838 198 8 ' ' PUNCT fis-4838 198 9 : : PUNCT fis-4838 198 10 0.1 0.1 NUM fis-4838 198 11 , , PUNCT fis-4838 198 12 ' ' PUNCT fis-4838 198 13 copy_x copy_x NOUN fis-4838 198 14 ' ' PUNCT fis-4838 198 15 : : PUNCT fis-4838 198 16 true true ADJ fis-4838 198 17 , , PUNCT fis-4838 198 18 ' ' PUNCT fis-4838 198 19 fit_intercept fit_intercept VERB fis-4838 198 20 ' ' PUNCT fis-4838 198 21 : : PUNCT fis-4838 198 22 true true ADJ fis-4838 198 23 , , PUNCT fis-4838 198 24 ' ' PUNCT fis-4838 198 25 max_iter max_iter NOUN fis-4838 198 26 ' ' PUNCT fis-4838 198 27 : : PUNCT fis-4838 198 28 1000 1000 NUM fis-4838 198 29 , , PUNCT fis-4838 198 30 ' ' PUNCT fis-4838 198 31 normalize normalize VERB fis-4838 198 32 ' ' PUNCT fis-4838 198 33 : : PUNCT fis-4838 198 34 false false ADJ fis-4838 198 35 , , PUNCT fis-4838 198 36 ' ' PUNCT fis-4838 198 37 positive positive ADJ fis-4838 198 38 ' ' PUNCT fis-4838 198 39 : : PUNCT fis-4838 198 40 false false ADJ fis-4838 198 41 , , PUNCT fis-4838 198 42 ' ' PUNCT fis-4838 198 43 precompute precompute VERB fis-4838 198 44 ' ' PUNCT fis-4838 198 45 : : PUNCT fis-4838 198 46 false false ADJ fis-4838 198 47 , , PUNCT fis-4838 198 48 ' ' PUNCT fis-4838 198 49 random_state':none random_state':none PROPN fis-4838 198 50 , , PUNCT fis-4838 198 51 ' ' PUNCT fis-4838 198 52 selection selection NOUN fis-4838 198 53 ' ' PUNCT fis-4838 198 54 : : PUNCT fis-4838 198 55 ' ' PUNCT fis-4838 198 56 cyclic cyclic ADJ fis-4838 198 57 ' ' PUNCT fis-4838 198 58 , , PUNCT fis-4838 198 59 ' ' PUNCT fis-4838 198 60 tol tol NOUN fis-4838 198 61 ' ' PUNCT fis-4838 198 62 : : PUNCT fis-4838 198 63 0.0001 0.0001 NUM fis-4838 198 64 , , PUNCT fis-4838 198 65 ' ' PUNCT fis-4838 198 66 warm_start warm_start NOUN fis-4838 198 67 ' ' PUNCT fis-4838 198 68 : : PUNCT fis-4838 198 69 false false ADJ fis-4838 198 70 attributes attribute NOUN fis-4838 198 71 : : PUNCT fis-4838 198 72 coefficients coefficient NOUN fis-4838 198 73 : : PUNCT fis-4838 199 1 [ [ X fis-4838 199 2 -0.00978855 -0.00978855 X fis-4838 199 3 ] ] PUNCT fis-4838 199 4 intercept intercept NOUN fis-4838 199 5 : : PUNCT fis-4838 200 1 [ [ X fis-4838 200 2 0.40325331 0.40325331 NUM fis-4838 200 3 ] ] PUNCT fis-4838 200 4 ridge ridge NOUN fis-4838 200 5 hyperparameters hyperparameter NOUN fis-4838 200 6 : : PUNCT fis-4838 200 7 ' ' PUNCT fis-4838 200 8 alpha alpha NOUN fis-4838 200 9 ' ' PUNCT fis-4838 200 10 : : PUNCT fis-4838 200 11 0.5 0.5 NUM fis-4838 200 12 , , PUNCT fis-4838 200 13 ' ' PUNCT fis-4838 200 14 copy_x copy_x NOUN fis-4838 200 15 ' ' PUNCT fis-4838 200 16 : : PUNCT fis-4838 200 17 true true ADJ fis-4838 200 18 , , PUNCT fis-4838 200 19 ' ' PUNCT fis-4838 200 20 fit_intercept fit_intercept VERB fis-4838 200 21 ' ' PUNCT fis-4838 200 22 : : PUNCT fis-4838 200 23 true true ADJ fis-4838 200 24 , , PUNCT fis-4838 200 25 ' ' PUNCT fis-4838 200 26 max_iter max_iter NOUN fis-4838 200 27 ' ' PUNCT fis-4838 200 28 : : PUNCT fis-4838 200 29 none none NOUN fis-4838 200 30 , , PUNCT fis-4838 200 31 ' ' PUNCT fis-4838 200 32 normalize normalize VERB fis-4838 200 33 ' ' PUNCT fis-4838 200 34 : : PUNCT fis-4838 200 35 false false ADJ fis-4838 200 36 , , PUNCT fis-4838 200 37 ' ' PUNCT fis-4838 200 38 random_state':none random_state':none PROPN fis-4838 200 39 , , PUNCT fis-4838 200 40 ' ' PUNCT fis-4838 200 41 solver solver ADV fis-4838 200 42 ' ' PUNCT fis-4838 200 43 : : PUNCT fis-4838 200 44 ' ' PUNCT fis-4838 200 45 auto auto NOUN fis-4838 200 46 ' ' PUNCT fis-4838 200 47 , , PUNCT fis-4838 200 48 ' ' PUNCT fis-4838 200 49 tol tol NOUN fis-4838 200 50 ' ' PUNCT fis-4838 200 51 : : PUNCT fis-4838 200 52 0.001 0.001 NUM fis-4838 200 53 elastic elastic ADJ fis-4838 200 54 net net ADJ fis-4838 200 55 hyperparameters hyperparameter NOUN fis-4838 200 56 : : PUNCT fis-4838 200 57 ' ' PUNCT fis-4838 200 58 alpha alpha NOUN fis-4838 200 59 ' ' PUNCT fis-4838 200 60 : : PUNCT fis-4838 200 61 0.2 0.2 NUM fis-4838 200 62 , , PUNCT fis-4838 200 63 ' ' PUNCT fis-4838 200 64 copy_x copy_x NOUN fis-4838 200 65 ' ' PUNCT fis-4838 200 66 : : PUNCT fis-4838 200 67 true true ADJ fis-4838 200 68 , , PUNCT fis-4838 200 69 ' ' PUNCT fis-4838 200 70 fit_intercept fit_intercept VERB fis-4838 200 71 ' ' PUNCT fis-4838 200 72 : : PUNCT fis-4838 200 73 true true ADJ fis-4838 200 74 , , PUNCT fis-4838 200 75 ' ' PUNCT fis-4838 200 76 l1_ratio l1_ratio NOUN fis-4838 200 77 ' ' PUNCT fis-4838 200 78 : : PUNCT fis-4838 200 79 0.5 0.5 NUM fis-4838 200 80 , , PUNCT fis-4838 200 81 ' ' PUNCT fis-4838 200 82 max_iter max_iter NOUN fis-4838 200 83 ' ' PUNCT fis-4838 200 84 : : PUNCT fis-4838 200 85 1000 1000 NUM fis-4838 200 86 , , PUNCT fis-4838 200 87 ' ' PUNCT fis-4838 200 88 normalize normalize VERB fis-4838 200 89 ' ' PUNCT fis-4838 200 90 : : PUNCT fis-4838 200 91 false false ADJ fis-4838 200 92 , , PUNCT fis-4838 200 93 ' ' PUNCT fis-4838 200 94 positive positive ADJ fis-4838 200 95 ' ' PUNCT fis-4838 200 96 : : PUNCT fis-4838 200 97 false false ADJ fis-4838 200 98 , , PUNCT fis-4838 200 99 ' ' PUNCT fis-4838 200 100 precompute precompute VERB fis-4838 200 101 ' ' PUNCT fis-4838 200 102 : : PUNCT fis-4838 200 103 false false ADJ fis-4838 200 104 , , PUNCT fis-4838 200 105 ' ' PUNCT fis-4838 200 106 random_state':none random_state':none PROPN fis-4838 200 107 , , PUNCT fis-4838 200 108 ' ' PUNCT fis-4838 200 109 selection selection NOUN fis-4838 200 110 ' ' PUNCT fis-4838 200 111 : : PUNCT fis-4838 200 112 ' ' PUNCT fis-4838 200 113 cyclic cyclic ADJ fis-4838 200 114 ' ' PUNCT fis-4838 200 115 , , PUNCT fis-4838 200 116 ' ' PUNCT fis-4838 200 117 tol tol NOUN fis-4838 200 118 ' ' PUNCT fis-4838 200 119 : : PUNCT fis-4838 200 120 0.0001 0.0001 NUM fis-4838 200 121 , , PUNCT fis-4838 200 122 ' ' PUNCT fis-4838 200 123 warm_start warm_start NOUN fis-4838 200 124 ' ' PUNCT fis-4838 200 125 : : PUNCT fis-4838 200 126 false false ADJ fis-4838 200 127 attributes attribute NOUN fis-4838 200 128 : : PUNCT fis-4838 200 129 coefficients coefficient NOUN fis-4838 200 130 : : PUNCT fis-4838 200 131 [ [ X fis-4838 200 132 -0.00973463 -0.00973463 X fis-4838 200 133 ] ] X fis-4838 200 134 intercept intercept NOUN fis-4838 200 135 : : PUNCT fis-4838 201 1 [ [ X fis-4838 201 2 0.40275909 0.40275909 NUM fis-4838 201 3 ] ] X fis-4838 201 4 svrlin svrlin PROPN fis-4838 201 5 hyperparameters hyperparameter VERB fis-4838 201 6 : : PUNCT fis-4838 201 7 ' ' PUNCT fis-4838 201 8 c c X fis-4838 201 9 ' ' NUM fis-4838 201 10 : : PUNCT fis-4838 201 11 5 5 NUM fis-4838 201 12 , , PUNCT fis-4838 201 13 ' ' PUNCT fis-4838 201 14 cache_size cache_size PROPN fis-4838 201 15 ' ' PUNCT fis-4838 201 16 : : PUNCT fis-4838 201 17 200 200 NUM fis-4838 201 18 , , PUNCT fis-4838 201 19 ' ' PUNCT fis-4838 201 20 coef0 coef0 PROPN fis-4838 201 21 ' ' PUNCT fis-4838 201 22 : : PUNCT fis-4838 201 23 0.0 0.0 NUM fis-4838 201 24 , , PUNCT fis-4838 201 25 ' ' PUNCT fis-4838 201 26 degree degree NOUN fis-4838 201 27 ' ' PUNCT fis-4838 201 28 : : PUNCT fis-4838 201 29 3 3 NUM fis-4838 201 30 , , PUNCT fis-4838 201 31 ' ' PUNCT fis-4838 201 32 epsilon epsilon PROPN fis-4838 201 33 ' ' PUNCT fis-4838 201 34 : : PUNCT fis-4838 201 35 0.01 0.01 NUM fis-4838 201 36 , , PUNCT fis-4838 201 37 ' ' PUNCT fis-4838 201 38 gamma gamma NOUN fis-4838 201 39 ' ' PUNCT fis-4838 201 40 : : PUNCT fis-4838 201 41 ' ' PUNCT fis-4838 201 42 scale scale NOUN fis-4838 201 43 ' ' PUNCT fis-4838 201 44 , , PUNCT fis-4838 201 45 ' ' PUNCT fis-4838 201 46 kernel kernel NOUN fis-4838 201 47 ' ' PUNCT fis-4838 201 48 : : PUNCT fis-4838 201 49 ' ' PUNCT fis-4838 201 50 linear linear ADJ fis-4838 201 51 ' ' PUNCT fis-4838 201 52 , , PUNCT fis-4838 201 53 ' ' PUNCT fis-4838 201 54 max_iter max_iter NOUN fis-4838 201 55 ' ' PUNCT fis-4838 201 56 : : PUNCT fis-4838 201 57 -1 -1 INTJ fis-4838 201 58 , , PUNCT fis-4838 201 59 ' ' PUNCT fis-4838 201 60 shrinking shrinking NOUN fis-4838 201 61 ' ' PUNCT fis-4838 201 62 : : PUNCT fis-4838 201 63 true true ADJ fis-4838 201 64 , , PUNCT fis-4838 201 65 ' ' PUNCT fis-4838 201 66 tol tol NOUN fis-4838 201 67 ' ' PUNCT fis-4838 201 68 : : PUNCT fis-4838 201 69 0.001 0.001 NUM fis-4838 201 70 , , PUNCT fis-4838 201 71 ' ' PUNCT fis-4838 201 72 verbose verbose VERB fis-4838 201 73 ' ' PUNCT fis-4838 201 74 : : PUNCT fis-4838 201 75 false false ADJ fis-4838 201 76 svrpoly svrpoly ADJ fis-4838 201 77 hyperparameters hyperparameter NOUN fis-4838 201 78 : : PUNCT fis-4838 201 79 ' ' PUNCT fis-4838 201 80 c c X fis-4838 201 81 ' ' NUM fis-4838 201 82 : : PUNCT fis-4838 201 83 5 5 NUM fis-4838 201 84 , , PUNCT fis-4838 201 85 ' ' PUNCT fis-4838 201 86 cache_size cache_size PROPN fis-4838 201 87 ' ' PUNCT fis-4838 201 88 : : PUNCT fis-4838 201 89 200 200 NUM fis-4838 201 90 , , PUNCT fis-4838 201 91 ' ' PUNCT fis-4838 201 92 coef0 coef0 PROPN fis-4838 201 93 ' ' PUNCT fis-4838 201 94 : : PUNCT fis-4838 201 95 0.0 0.0 NUM fis-4838 201 96 , , PUNCT fis-4838 201 97 ' ' PUNCT fis-4838 201 98 degree degree NOUN fis-4838 201 99 ' ' PUNCT fis-4838 201 100 : : PUNCT fis-4838 201 101 3 3 NUM fis-4838 201 102 , , PUNCT fis-4838 201 103 ' ' PUNCT fis-4838 201 104 epsilon epsilon PROPN fis-4838 201 105 ' ' PUNCT fis-4838 201 106 : : PUNCT fis-4838 201 107 0.01 0.01 NUM fis-4838 201 108 , , PUNCT fis-4838 201 109 ' ' PUNCT fis-4838 201 110 gamma gamma NOUN fis-4838 201 111 ' ' PUNCT fis-4838 201 112 : : PUNCT fis-4838 201 113 ' ' PUNCT fis-4838 201 114 scale scale NOUN fis-4838 201 115 ' ' PUNCT fis-4838 201 116 , , PUNCT fis-4838 201 117 ' ' PUNCT fis-4838 201 118 kernel kernel NOUN fis-4838 201 119 ' ' PUNCT fis-4838 201 120 : : PUNCT fis-4838 201 121 ' ' PUNCT fis-4838 201 122 poly poly ADJ fis-4838 201 123 ' ' PUNCT fis-4838 201 124 , , PUNCT fis-4838 201 125 ' ' PUNCT fis-4838 201 126 max_iter max_iter NOUN fis-4838 201 127 ' ' PUNCT fis-4838 201 128 : : PUNCT fis-4838 201 129 -1 -1 INTJ fis-4838 201 130 , , PUNCT fis-4838 201 131 ' ' PUNCT fis-4838 201 132 shrinking shrinking NOUN fis-4838 201 133 ' ' PUNCT fis-4838 201 134 : : PUNCT fis-4838 201 135 true true ADJ fis-4838 201 136 , , PUNCT fis-4838 201 137 ' ' PUNCT fis-4838 201 138 tol tol NOUN fis-4838 201 139 ' ' PUNCT fis-4838 201 140 : : PUNCT fis-4838 201 141 0.001 0.001 NUM fis-4838 201 142 , , PUNCT fis-4838 201 143 ' ' PUNCT fis-4838 201 144 verbose verbose VERB fis-4838 201 145 ' ' PUNCT fis-4838 201 146 : : PUNCT fis-4838 201 147 false false ADJ fis-4838 201 148 svrrbf svrrbf ADJ fis-4838 201 149 hyperparameters hyperparameter NOUN fis-4838 201 150 : : PUNCT fis-4838 201 151 ' ' PUNCT fis-4838 201 152 c c X fis-4838 201 153 ' ' NUM fis-4838 201 154 : : PUNCT fis-4838 201 155 5 5 NUM fis-4838 201 156 , , PUNCT fis-4838 201 157 ' ' PUNCT fis-4838 201 158 cache_size cache_size PROPN fis-4838 201 159 ' ' PUNCT fis-4838 201 160 : : PUNCT fis-4838 201 161 200 200 NUM fis-4838 201 162 , , PUNCT fis-4838 201 163 ' ' PUNCT fis-4838 201 164 coef0 coef0 PROPN fis-4838 201 165 ' ' PUNCT fis-4838 201 166 : : PUNCT fis-4838 201 167 0.0 0.0 NUM fis-4838 201 168 , , PUNCT fis-4838 201 169 ' ' PUNCT fis-4838 201 170 degree degree NOUN fis-4838 201 171 ' ' PUNCT fis-4838 201 172 : : PUNCT fis-4838 201 173 3 3 NUM fis-4838 201 174 , , PUNCT fis-4838 201 175 ' ' PUNCT fis-4838 201 176 epsilon epsilon PROPN fis-4838 201 177 ' ' PUNCT fis-4838 201 178 : : PUNCT fis-4838 201 179 0.01 0.01 NUM fis-4838 201 180 , , PUNCT fis-4838 201 181 ' ' PUNCT fis-4838 201 182 gamma gamma NOUN fis-4838 201 183 ' ' PUNCT fis-4838 201 184 : : PUNCT fis-4838 201 185 ' ' PUNCT fis-4838 201 186 scale scale NOUN fis-4838 201 187 ' ' PUNCT fis-4838 201 188 , , PUNCT fis-4838 201 189 ' ' PUNCT fis-4838 201 190 kernel kernel NOUN fis-4838 201 191 ' ' PUNCT fis-4838 201 192 : : PUNCT fis-4838 201 193 ' ' PUNCT fis-4838 201 194 rbf rbf PROPN fis-4838 201 195 ' ' PROPN fis-4838 201 196 , , PUNCT fis-4838 201 197 ' ' PUNCT fis-4838 201 198 max_iter max_iter NOUN fis-4838 201 199 ' ' PUNCT fis-4838 201 200 : : PUNCT fis-4838 201 201 -1 -1 INTJ fis-4838 201 202 , , PUNCT fis-4838 201 203 ' ' PUNCT fis-4838 201 204 shrinking shrinking NOUN fis-4838 201 205 ' ' PUNCT fis-4838 201 206 : : PUNCT fis-4838 201 207 true true ADJ fis-4838 201 208 , , PUNCT fis-4838 201 209 ' ' PUNCT fis-4838 201 210 tol tol NOUN fis-4838 201 211 ' ' PUNCT fis-4838 201 212 : : PUNCT fis-4838 201 213 0.001 0.001 NUM fis-4838 201 214 , , PUNCT fis-4838 201 215 ' ' PUNCT fis-4838 201 216 verbose verbose VERB fis-4838 201 217 ' ' PUNCT fis-4838 201 218 : : PUNCT fis-4838 201 219 false false ADJ fis-4838 201 220 svrsigm svrsigm NOUN fis-4838 201 221 hyperparameters hyperparameter VERB fis-4838 201 222 : : PUNCT fis-4838 201 223 ' ' PUNCT fis-4838 201 224 c c X fis-4838 201 225 ' ' NUM fis-4838 201 226 : : PUNCT fis-4838 201 227 5 5 NUM fis-4838 201 228 , , PUNCT fis-4838 201 229 ‘ ' PUNCT fis-4838 201 230 cache_size cache_size PROPN fis-4838 201 231 ' ' PUNCT fis-4838 201 232 : : PUNCT fis-4838 201 233 200 200 NUM fis-4838 201 234 , , PUNCT fis-4838 201 235 ' ' PUNCT fis-4838 201 236 coef0 coef0 PROPN fis-4838 201 237 ' ' PUNCT fis-4838 201 238 : : PUNCT fis-4838 201 239 0.0 0.0 NUM fis-4838 201 240 , , PUNCT fis-4838 201 241 ' ' PUNCT fis-4838 201 242 degree degree NOUN fis-4838 201 243 ' ' PUNCT fis-4838 201 244 : : PUNCT fis-4838 201 245 3 3 NUM fis-4838 201 246 , , PUNCT fis-4838 201 247 ' ' PUNCT fis-4838 201 248 epsilon epsilon PROPN fis-4838 201 249 ' ' PUNCT fis-4838 201 250 : : PUNCT fis-4838 201 251 0.01 0.01 NUM fis-4838 201 252 , , PUNCT fis-4838 201 253 ' ' PUNCT fis-4838 201 254 gamma gamma NOUN fis-4838 201 255 ' ' PUNCT fis-4838 201 256 : : PUNCT fis-4838 201 257 ' ' PUNCT fis-4838 201 258 scale scale NOUN fis-4838 201 259 ' ' PUNCT fis-4838 201 260 , , PUNCT fis-4838 201 261 ' ' PUNCT fis-4838 201 262 kernel kernel NOUN fis-4838 201 263 ' ' PUNCT fis-4838 201 264 : : PUNCT fis-4838 201 265 ' ' PUNCT fis-4838 201 266 sigmoid sigmoid NOUN fis-4838 201 267 ' ' PUNCT fis-4838 201 268 , , PUNCT fis-4838 201 269 ' ' PUNCT fis-4838 201 270 max_iter max_iter NOUN fis-4838 201 271 ' ' PUNCT fis-4838 201 272 : : PUNCT fis-4838 201 273 -1 -1 INTJ fis-4838 201 274 , , PUNCT fis-4838 201 275 ' ' PUNCT fis-4838 201 276 shrinking shrinking NOUN fis-4838 201 277 ' ' PUNCT fis-4838 201 278 : : PUNCT fis-4838 201 279 true true ADJ fis-4838 201 280 , , PUNCT fis-4838 201 281 ' ' PUNCT fis-4838 201 282 tol tol NOUN fis-4838 201 283 ' ' PUNCT fis-4838 201 284 : : PUNCT fis-4838 201 285 0.001 0.001 NUM fis-4838 201 286 , , PUNCT fis-4838 201 287 ' ' PUNCT fis-4838 201 288 verbose verbose VERB fis-4838 201 289 ' ' PUNCT fis-4838 201 290 : : PUNCT fis-4838 201 291 false false ADJ fis-4838 201 292 knn knn NOUN fis-4838 201 293 hyperparameters hyperparameter NOUN fis-4838 201 294 : : PUNCT fis-4838 201 295 algorithm algorithm PROPN fis-4838 201 296 ' ' PUNCT fis-4838 201 297 : : PUNCT fis-4838 201 298 ' ' PUNCT fis-4838 201 299 brute brute ADJ fis-4838 201 300 ' ' PUNCT fis-4838 201 301 , , PUNCT fis-4838 201 302 ' ' PUNCT fis-4838 201 303 leaf_size leaf_size VERB fis-4838 201 304 ' ' PUNCT fis-4838 201 305 : : PUNCT fis-4838 201 306 30 30 NUM fis-4838 201 307 , , PUNCT fis-4838 201 308 ' ' PUNCT fis-4838 201 309 metric metric ADJ fis-4838 201 310 ' ' PUNCT fis-4838 201 311 : : PUNCT fis-4838 201 312 ' ' PUNCT fis-4838 201 313 minkowski minkowski ADJ fis-4838 201 314 ' ' PUNCT fis-4838 201 315 , , PUNCT fis-4838 201 316 ' ' PUNCT fis-4838 201 317 metric_params metric_param NOUN fis-4838 201 318 ' ' PUNCT fis-4838 201 319 : : PUNCT fis-4838 201 320 none none NOUN fis-4838 201 321 , , PUNCT fis-4838 201 322 ' ' PUNCT fis-4838 201 323 n_jobs n_jobs PRON fis-4838 201 324 ' ' PUNCT fis-4838 201 325 : : PUNCT fis-4838 201 326 none none NOUN fis-4838 201 327 , , PUNCT fis-4838 201 328 ' ' PUNCT fis-4838 201 329 n_neighbors n_neighbor NOUN fis-4838 201 330 ' ' PUNCT fis-4838 201 331 : : PUNCT fis-4838 201 332 3 3 NUM fis-4838 201 333 , , PUNCT fis-4838 201 334 ' ' PUNCT fis-4838 201 335 p p X fis-4838 201 336 ' ' NOUN fis-4838 201 337 : : PUNCT fis-4838 201 338 2 2 NUM fis-4838 201 339 , , PUNCT fis-4838 201 340 ' ' PUNCT fis-4838 201 341 weights weight NOUN fis-4838 201 342 ' ' PUNCT fis-4838 201 343 : : PUNCT fis-4838 201 344 ' ' PUNCT fis-4838 201 345 uniform uniform ADJ fis-4838 201 346 ' ' PUNCT fis-4838 201 347 dt dt NOUN fis-4838 201 348 hyperparameters hyperparameter NOUN fis-4838 201 349 : : PUNCT fis-4838 201 350 ' ' PUNCT fis-4838 201 351 ccp_alpha ccp_alpha NOUN fis-4838 201 352 ' ' PUNCT fis-4838 201 353 : : PUNCT fis-4838 201 354 0.0 0.0 NUM fis-4838 201 355 , , PUNCT fis-4838 201 356 ‘ ' PUNCT fis-4838 201 357 criterion criterion NOUN fis-4838 201 358 ' ' PUNCT fis-4838 201 359 : : PUNCT fis-4838 201 360 ' ' PUNCT fis-4838 201 361 mse mse NOUN fis-4838 201 362 ' ' PUNCT fis-4838 201 363 , , PUNCT fis-4838 201 364 ' ' PUNCT fis-4838 201 365 max_depth max_depth NOUN fis-4838 201 366 ' ' PUNCT fis-4838 201 367 : : PUNCT fis-4838 201 368 none none NOUN fis-4838 201 369 , , PUNCT fis-4838 201 370 ' ' PUNCT fis-4838 201 371 max_features max_feature NOUN fis-4838 201 372 ' ' PUNCT fis-4838 201 373 : : PUNCT fis-4838 201 374 ' ' PUNCT fis-4838 201 375 sqrt sqrt NOUN fis-4838 201 376 ' ' PUNCT fis-4838 201 377 , , PUNCT fis-4838 201 378 ' ' PUNCT fis-4838 201 379 max_leaf_nodes max_leaf_node NOUN fis-4838 201 380 ' ' PUNCT fis-4838 201 381 : : PUNCT fis-4838 201 382 none none NOUN fis-4838 201 383 , , PUNCT fis-4838 201 384 ' ' PUNCT fis-4838 201 385 min_impurity_decrease min_impurity_decrease VERB fis-4838 201 386 ' ' PUNCT fis-4838 201 387 : : PUNCT fis-4838 201 388 0.0 0.0 NUM fis-4838 201 389 , , PUNCT fis-4838 201 390 ' ' PUNCT fis-4838 201 391 min_impurity_split min_impurity_split NOUN fis-4838 201 392 ' ' PUNCT fis-4838 201 393 : : PUNCT fis-4838 202 1 none none NOUN fis-4838 202 2 , , PUNCT fis-4838 202 3 ' ' PUNCT fis-4838 202 4 min_samples_leaf min_samples_leaf ADJ fis-4838 202 5 ' ' PUNCT fis-4838 202 6 : : PUNCT fis-4838 202 7 1 1 NUM fis-4838 202 8 , , PUNCT fis-4838 202 9 ' ' PUNCT fis-4838 202 10 min_samples_split min_samples_split ADJ fis-4838 202 11 ' ' PUNCT fis-4838 202 12 : : PUNCT fis-4838 202 13 2 2 NUM fis-4838 202 14 , , PUNCT fis-4838 202 15 ' ' PUNCT fis-4838 202 16 min_weight_fraction_leaf min_weight_fraction_leaf NOUN fis-4838 202 17 ' ' PUNCT fis-4838 202 18 : : PUNCT fis-4838 202 19 0.0 0.0 NUM fis-4838 202 20 , , PUNCT fis-4838 202 21 ' ' PUNCT fis-4838 202 22 random_state random_state NOUN fis-4838 202 23 ' ' PUNCT fis-4838 202 24 : : PUNCT fis-4838 202 25 none none NOUN fis-4838 202 26 , , PUNCT fis-4838 202 27 ' ' PUNCT fis-4838 202 28 splitter splitter NOUN fis-4838 202 29 ' ' PUNCT fis-4838 202 30 : : PUNCT fis-4838 202 31 ' ' PUNCT fis-4838 202 32 best good ADJ fis-4838 202 33 ' ' PUNCT fis-4838 202 34 table table NOUN fis-4838 202 35 4 4 NUM fis-4838 202 36 : : PUNCT fis-4838 202 37     SPACE fis-4838 202 38 hyperparameters hyperparameter NOUN fis-4838 202 39 and and CCONJ fis-4838 202 40 attributes attribute NOUN fis-4838 202 41 of of ADP fis-4838 202 42 various various ADJ fis-4838 202 43 ml ml NOUN fis-4838 202 44 models model NOUN fis-4838 202 45 . . PUNCT fis-4838 203 1 a. a. NOUN fis-4838 203 2 aabid aabid PROPN fis-4838 203 3 et et PROPN fis-4838 203 4 alii alii PROPN fis-4838 203 5 , , PUNCT fis-4838 203 6 frattura frattura PROPN fis-4838 203 7 ed ed PROPN fis-4838 203 8 integrità integrità PROPN fis-4838 203 9 strutturale strutturale PROPN fis-4838 203 10 , , PUNCT fis-4838 203 11 68 68 NUM fis-4838 203 12 ( ( PUNCT fis-4838 203 13 2024 2024 NUM fis-4838 203 14 ) ) PUNCT fis-4838 203 15 310 310 NUM fis-4838 203 16 - - SYM fis-4838 203 17 324 324 NUM fis-4838 203 18 ; ; PUNCT fis-4838 203 19 doi doi NOUN fis-4838 203 20 : : PUNCT fis-4838 203 21 10.3221 10.3221 NUM fis-4838 203 22 / / SYM fis-4838 203 23 igf igf PROPN fis-4838 203 24 - - ADJ fis-4838 203 25 esis.68.21 esis.68.21 PROPN fis-4838 203 26 318 318 NUM fis-4838 203 27 s. s. PROPN fis-4838 203 28 no no PROPN fis-4838 203 29 . . PUNCT fis-4838 204 1 performance performance NOUN fis-4838 204 2 metrics metric NOUN fis-4838 204 3 key key ADJ fis-4838 204 4 equation equation NOUN fis-4838 204 5 1 1 NUM fis-4838 204 6 rmse rmse NOUN fis-4838 204 7   NOUN fis-4838 204 8   PUNCT fis-4838 204 9   ADJ fis-4838 204 10 samples sample NOUN fis-4838 204 11 2 2 NUM fis-4838 204 12 1 1 NUM fis-4838 204 13 samples sample NOUN fis-4838 204 14 1 1 NUM fis-4838 204 15 rmse rmse NOUN fis-4838 204 16 , , PUNCT fis-4838 204 17 ˆ ˆ PRON fis-4838 204 18 ˆ ˆ ADV fis-4838 204 19 n n NOUN fis-4838 205 1 i i PRON fis-4838 205 2 ii ii VERB fis-4838 205 3 y y VERB fis-4838 205 4 y y PROPN fis-4838 205 5 y y PROPN fis-4838 205 6 y y PROPN fis-4838 206 1 n n CCONJ fis-4838 206 2   NUM fis-4838 206 3   NUM fis-4838 207 1   PROPN fis-4838 207 2 2 2 NUM fis-4838 207 3 mae mae PROPN fis-4838 207 4   NOUN fis-4838 207 5   PROPN fis-4838 207 6 samples sample VERB fis-4838 207 7 1 1 NUM fis-4838 207 8 samples sample NOUN fis-4838 207 9 m m VERB fis-4838 207 10 ˆ ˆ NOUN fis-4838 207 11 1 1 NUM fis-4838 207 12 ae ae PROPN fis-4838 207 13 , , PUNCT fis-4838 207 14 ˆn ˆn VERB fis-4838 207 15 i i NOUN fis-4838 207 16 ii ii VERB fis-4838 207 17 y y VERB fis-4838 207 18 y y PROPN fis-4838 207 19 y y PROPN fis-4838 207 20 y y PROPN fis-4838 208 1 n n CCONJ fis-4838 208 2   NUM fis-4838 208 3   NUM fis-4838 209 1   SYM fis-4838 209 2 3 3 NUM fis-4838 209 3 mape mape NOUN fis-4838 209 4   NOUN fis-4838 209 5   PROPN fis-4838 209 6   NOUN fis-4838 209 7   PROPN fis-4838 209 8 samples sample VERB fis-4838 209 9 1 1 NUM fis-4838 209 10 samples sample NOUN fis-4838 209 11 1 1 NUM fis-4838 209 12 mape mape NOUN fis-4838 209 13 , , PUNCT fis-4838 209 14 ˆ ˆ PROPN fis-4838 209 15 , , PUNCT fis-4838 209 16 ˆn ˆn ADP fis-4838 209 17 i i PRON fis-4838 210 1 i i INTJ fis-4838 211 1 i i PRON fis-4838 212 1 i i VERB fis-4838 212 2 y y VERB fis-4838 212 3 y y VERB fis-4838 212 4 y y PROPN fis-4838 212 5 y y PROPN fis-4838 212 6 n n CCONJ fis-4838 212 7 max max PROPN fis-4838 212 8 y y PROPN fis-4838 212 9   PROPN fis-4838 212 10   PRON fis-4838 212 11   X fis-4838 212 12   ADP fis-4838 212 13 4 4 NUM fis-4838 212 14 r r NOUN fis-4838 212 15 - - PUNCT fis-4838 212 16 square square ADJ fis-4838 212 17   NOUN fis-4838 212 18   SYM fis-4838 212 19   NOUN fis-4838 212 20   SYM fis-4838 212 21   NOUN fis-4838 212 22   NOUN fis-4838 212 23 samples sample VERB fis-4838 212 24 samples sample NOUN fis-4838 212 25 2 2 NUM fis-4838 212 26 2 2 NUM fis-4838 212 27 1 1 NUM fis-4838 212 28 2 2 NUM fis-4838 212 29 1 1 NUM fis-4838 212 30 r r NOUN fis-4838 212 31 ˆ ˆ NOUN fis-4838 212 32 , , PUNCT fis-4838 212 33 1ˆ 1ˆ NUM fis-4838 213 1 n n CCONJ fis-4838 213 2 i i PRON fis-4838 213 3 ii ii PROPN fis-4838 214 1 n n NOUN fis-4838 214 2 ii ii NOUN fis-4838 214 3 y y PROPN fis-4838 214 4 y y PROPN fis-4838 214 5 y y PROPN fis-4838 214 6 y y PROPN fis-4838 214 7 y y PROPN fis-4838 214 8 y y PROPN fis-4838 215 1   NUM fis-4838 215 2   PROPN fis-4838 215 3   PROPN fis-4838 215 4   PROPN fis-4838 215 5   PROPN fis-4838 215 6   PROPN fis-4838 215 7   X fis-4838 215 8   X fis-4838 215 9 where where SCONJ fis-4838 215 10 samples sample NOUN fis-4838 215 11 1 1 NUM fis-4838 215 12 samples sample NOUN fis-4838 215 13 1 1 NUM fis-4838 215 14 n n NOUN fis-4838 215 15 ii ii NOUN fis-4838 215 16 y y PROPN fis-4838 215 17 y y PROPN fis-4838 215 18 n n CCONJ fis-4838 215 19   NUM fis-4838 215 20   PROPN fis-4838 215 21   X fis-4838 215 22 . . PUNCT fis-4838 216 1 table table NOUN fis-4838 216 2 5 5 NUM fis-4838 216 3 : : PUNCT fis-4838 216 4 model model NOUN fis-4838 216 5 evaluation evaluation NOUN fis-4838 216 6 and and CCONJ fis-4838 216 7 performance performance NOUN fis-4838 216 8 metrics metric NOUN fis-4838 216 9 . . PUNCT fis-4838 217 1 results result NOUN fis-4838 217 2 and and CCONJ fis-4838 217 3 discussion discussion NOUN fis-4838 217 4 n n ADP fis-4838 217 5 the the DET fis-4838 217 6 results result NOUN fis-4838 217 7 section section NOUN fis-4838 217 8 , , PUNCT fis-4838 217 9 a a DET fis-4838 217 10 deep deep ADJ fis-4838 217 11 analysis analysis NOUN fis-4838 217 12 of of ADP fis-4838 217 13 bonded bond VERB fis-4838 217 14 composite composite ADJ fis-4838 217 15 repair repair NOUN fis-4838 217 16 is be AUX fis-4838 217 17 shown show VERB fis-4838 217 18 considering consider VERB fis-4838 217 19 all all DET fis-4838 217 20 possible possible ADJ fis-4838 217 21 parameter parameter NOUN fis-4838 217 22 effects effect NOUN fis-4838 217 23 . . PUNCT fis-4838 218 1 for for SCONJ fis-4838 218 2 the the DET fis-4838 218 3 first first ADJ fis-4838 218 4 , , PUNCT fis-4838 218 5 plate plate NOUN fis-4838 218 6 crack crack NOUN fis-4838 218 7 length length NOUN fis-4838 218 8 and and CCONJ fis-4838 218 9 composite composite ADJ fis-4838 218 10 parameters parameter NOUN fis-4838 218 11 varied varied ADJ fis-4838 218 12 for for ADP fis-4838 218 13 the the DET fis-4838 218 14 effect effect NOUN fis-4838 218 15 of of ADP fis-4838 218 16 sif sif NOUN fis-4838 218 17 using use VERB fis-4838 218 18 an an DET fis-4838 218 19 analytical analytical ADJ fis-4838 218 20 model model NOUN fis-4838 218 21 . . PUNCT fis-4838 219 1 later later ADV fis-4838 219 2 , , PUNCT fis-4838 219 3 analytical analytical ADJ fis-4838 219 4 model model NOUN fis-4838 219 5 data datum NOUN fis-4838 219 6 was be AUX fis-4838 219 7 compared compare VERB fis-4838 219 8 with with ADP fis-4838 219 9 the the DET fis-4838 219 10 ml ml NOUN fis-4838 219 11 algorithms algorithm NOUN fis-4838 219 12 with with ADP fis-4838 219 13 all all DET fis-4838 219 14 parametric parametric ADJ fis-4838 219 15 effects effect NOUN fis-4838 219 16 for for ADP fis-4838 219 17 the the DET fis-4838 219 18 determination determination NOUN fis-4838 219 19 of of ADP fis-4838 219 20 optimal optimal ADJ fis-4838 219 21 results result NOUN fis-4838 219 22 of of ADP fis-4838 219 23 sif sif PROPN fis-4838 219 24 . . PUNCT fis-4838 220 1 comparison comparison NOUN fis-4838 220 2 of of ADP fis-4838 220 3 analytical analytical ADJ fis-4838 220 4 data datum NOUN fis-4838 220 5 and and CCONJ fis-4838 220 6 ml ml ADP fis-4838 220 7 algorithms algorithm NOUN fis-4838 220 8 after after ADP fis-4838 220 9 evaluating evaluate VERB fis-4838 220 10 the the DET fis-4838 220 11 analytical analytical ADJ fis-4838 220 12 results result NOUN fis-4838 220 13 with with ADP fis-4838 220 14 all all DET fis-4838 220 15 possible possible ADJ fis-4838 220 16 parameters parameter NOUN fis-4838 220 17 , , PUNCT fis-4838 220 18 a a DET fis-4838 220 19 comparison comparison NOUN fis-4838 220 20 was be AUX fis-4838 220 21 made make VERB fis-4838 220 22 with with ADP fis-4838 220 23 ml ml ADP fis-4838 220 24 algorithms algorithm NOUN fis-4838 220 25 . . PUNCT fis-4838 221 1 the the DET fis-4838 221 2 fundamental fundamental ADJ fis-4838 221 3 concepts concept NOUN fis-4838 221 4 of of ADP fis-4838 221 5 fracture fracture PROPN fis-4838 221 6 parameter parameter NOUN fis-4838 221 7 - - PUNCT fis-4838 221 8 sif sif PROPN fis-4838 221 9 were be AUX fis-4838 221 10 clearly clearly ADV fis-4838 221 11 explained explain VERB fis-4838 221 12 using use VERB fis-4838 221 13 analytical analytical ADJ fis-4838 221 14 results result NOUN fis-4838 221 15 [ [ X fis-4838 221 16 5 5 NUM fis-4838 221 17 ] ] PUNCT fis-4838 221 18 , , PUNCT fis-4838 221 19 and and CCONJ fis-4838 221 20 the the DET fis-4838 221 21 effects effect NOUN fis-4838 221 22 of of ADP fis-4838 221 23 mechanical mechanical ADJ fis-4838 221 24 properties property NOUN fis-4838 221 25 and and CCONJ fis-4838 221 26 dimensions dimension NOUN fis-4838 221 27 of of ADP fis-4838 221 28 the the DET fis-4838 221 29 composite composite ADJ fis-4838 221 30 patch patch NOUN fis-4838 221 31 and and CCONJ fis-4838 221 32 adhesive adhesive ADJ fis-4838 221 33 bond bond NOUN fis-4838 221 34 were be AUX fis-4838 221 35 demonstrated demonstrate VERB fis-4838 221 36 . . PUNCT fis-4838 222 1 this this DET fis-4838 222 2 section section NOUN fis-4838 222 3 presents present VERB fis-4838 222 4 the the DET fis-4838 222 5 results result NOUN fis-4838 222 6 of of ADP fis-4838 222 7 both both CCONJ fis-4838 222 8 analytical analytical ADJ fis-4838 222 9 and and CCONJ fis-4838 222 10 ml ml ADP fis-4838 222 11 algorithms algorithm NOUN fis-4838 222 12 applied apply VERB fis-4838 222 13 to to ADP fis-4838 222 14 the the DET fis-4838 222 15 defined define VERB fis-4838 222 16 problem problem NOUN fis-4838 222 17 . . PUNCT fis-4838 223 1 the the DET fis-4838 223 2 analytical analytical ADJ fis-4838 223 3 method method NOUN fis-4838 223 4 utilized utilize VERB fis-4838 223 5 a a DET fis-4838 223 6 closed closed ADJ fis-4838 223 7 - - PUNCT fis-4838 223 8 form form NOUN fis-4838 223 9 analytical analytical ADJ fis-4838 223 10 model model NOUN fis-4838 223 11 based base VERB fis-4838 223 12 on on ADP fis-4838 223 13 lefm lefm PROPN fis-4838 223 14 and and CCONJ fis-4838 223 15 rose rise VERB fis-4838 223 16 's 's PART fis-4838 223 17 analytical analytical ADJ fis-4838 223 18 modelling modelling NOUN fis-4838 223 19 . . PUNCT fis-4838 224 1 similar similar ADJ fis-4838 224 2 studies study NOUN fis-4838 224 3 have have AUX fis-4838 224 4 been be AUX fis-4838 224 5 conducted conduct VERB fis-4838 224 6 previously previously ADV fis-4838 224 7 [ [ X fis-4838 224 8 5,36 5,36 NUM fis-4838 224 9 ] ] PUNCT fis-4838 224 10 . . PUNCT fis-4838 225 1 the the DET fis-4838 225 2 methodologies methodology NOUN fis-4838 225 3 adopted adopt VERB fis-4838 225 4 in in ADP fis-4838 225 5 this this DET fis-4838 225 6 study study NOUN fis-4838 225 7 , , PUNCT fis-4838 225 8 including include VERB fis-4838 225 9 ml ml ADP fis-4838 225 10 algorithms algorithm NOUN fis-4838 225 11 , , PUNCT fis-4838 225 12 were be AUX fis-4838 225 13 considered consider VERB fis-4838 225 14 to to PART fis-4838 225 15 address address VERB fis-4838 225 16 this this DET fis-4838 225 17 gap gap NOUN fis-4838 225 18 . . PUNCT fis-4838 226 1 different different ADJ fis-4838 226 2 ml ml NOUN fis-4838 226 3 techniques technique NOUN fis-4838 226 4 were be AUX fis-4838 226 5 employed employ VERB fis-4838 226 6 to to PART fis-4838 226 7 determine determine VERB fis-4838 226 8 optimal optimal ADJ fis-4838 226 9 results result NOUN fis-4838 226 10 and and CCONJ fis-4838 226 11 minimize minimize VERB fis-4838 226 12 human human ADJ fis-4838 226 13 efforts effort NOUN fis-4838 226 14 . . PUNCT fis-4838 227 1 as as SCONJ fis-4838 227 2 discussed discuss VERB fis-4838 227 3 earlier early ADV fis-4838 227 4 , , PUNCT fis-4838 227 5 each each DET fis-4838 227 6 ml ml NOUN fis-4838 227 7 algorithm algorithm PROPN fis-4838 227 8 has have VERB fis-4838 227 9 its its PRON fis-4838 227 10 advantages advantage NOUN fis-4838 227 11 and and CCONJ fis-4838 227 12 disadvantages disadvantage NOUN fis-4838 227 13 . . PUNCT fis-4838 228 1 therefore therefore ADV fis-4838 228 2 , , PUNCT fis-4838 228 3 this this DET fis-4838 228 4 study study NOUN fis-4838 228 5 encompasses encompass VERB fis-4838 228 6 a a DET fis-4838 228 7 comprehensive comprehensive ADJ fis-4838 228 8 approach approach NOUN fis-4838 228 9 to to PART fis-4838 228 10 optimize optimize VERB fis-4838 228 11 sifs sif NOUN fis-4838 228 12 for for ADP fis-4838 228 13 the the DET fis-4838 228 14 present present ADJ fis-4838 228 15 model model NOUN fis-4838 228 16 , , PUNCT fis-4838 228 17 utilizing utilize VERB fis-4838 228 18 a a DET fis-4838 228 19 range range NOUN fis-4838 228 20 of of ADP fis-4838 228 21 ml ml NOUN fis-4838 228 22 techniques technique NOUN fis-4838 228 23 . . PUNCT fis-4838 229 1 the the DET fis-4838 229 2 fracture fracture PROPN fis-4838 229 3 behavior behavior NOUN fis-4838 229 4 of of ADP fis-4838 229 5 bonded bond VERB fis-4838 229 6 reinforced reinforce VERB fis-4838 229 7 composites composite NOUN fis-4838 229 8 under under ADP fis-4838 229 9 1 1 NUM fis-4838 229 10 mpa mpa NOUN fis-4838 229 11 loading loading NOUN fis-4838 229 12 conditions condition NOUN fis-4838 229 13 was be AUX fis-4838 229 14 simulated simulate VERB fis-4838 229 15 using use VERB fis-4838 229 16 analytical analytical ADJ fis-4838 229 17 modelling modelling NOUN fis-4838 229 18 and and CCONJ fis-4838 229 19 ml ml ADP fis-4838 229 20 algorithms algorithm NOUN fis-4838 229 21 . . PUNCT fis-4838 230 1 the the DET fis-4838 230 2 objective objective NOUN fis-4838 230 3 was be AUX fis-4838 230 4 to to PART fis-4838 230 5 assess assess VERB fis-4838 230 6 the the DET fis-4838 230 7 influence influence NOUN fis-4838 230 8 of of ADP fis-4838 230 9 crack crack NOUN fis-4838 230 10 length length NOUN fis-4838 230 11 , , PUNCT fis-4838 230 12 composite composite ADJ fis-4838 230 13 patch patch NOUN fis-4838 230 14 , , PUNCT fis-4838 230 15 and and CCONJ fis-4838 230 16 adhesive adhesive ADJ fis-4838 230 17 bond bond NOUN fis-4838 230 18 on on ADP fis-4838 230 19 the the DET fis-4838 230 20 normalized normalize VERB fis-4838 230 21 sif sif NOUN fis-4838 230 22 of of ADP fis-4838 230 23 a a DET fis-4838 230 24 center center NOUN fis-4838 230 25 - - PUNCT fis-4838 230 26 cracked crack VERB fis-4838 230 27 plate plate NOUN fis-4838 230 28 . . PUNCT fis-4838 231 1 fig fig NOUN fis-4838 231 2 . . PUNCT fis-4838 232 1 4 4 NUM fis-4838 232 2 and and CCONJ fis-4838 232 3 tab tab NOUN fis-4838 232 4 . . PUNCT fis-4838 232 5 6 6 NUM fis-4838 232 6 presents present VERB fis-4838 232 7 the the DET fis-4838 232 8 sif sif ADJ fis-4838 232 9 values value NOUN fis-4838 232 10 of of ADP fis-4838 232 11 bonded bond VERB fis-4838 232 12 composite composite ADJ fis-4838 232 13 patches patch NOUN fis-4838 232 14 based base VERB fis-4838 232 15 on on ADP fis-4838 232 16 different different ADJ fis-4838 232 17 crack crack NOUN fis-4838 232 18 lengths length NOUN fis-4838 232 19 by by ADP fis-4838 232 20 analytical analytical ADJ fis-4838 232 21 method method NOUN fis-4838 232 22 and and CCONJ fis-4838 232 23 ml ml ADP fis-4838 232 24 techniques technique NOUN fis-4838 232 25 . . PUNCT fis-4838 233 1 to to PART fis-4838 233 2 facilitate facilitate VERB fis-4838 233 3 comparisons comparison NOUN fis-4838 233 4 and and CCONJ fis-4838 233 5 evaluations evaluation NOUN fis-4838 233 6 , , PUNCT fis-4838 233 7 a a DET fis-4838 233 8 single single ADJ fis-4838 233 9 table table NOUN fis-4838 233 10 displaying display VERB fis-4838 233 11 the the DET fis-4838 233 12 normalized normalize VERB fis-4838 233 13 sif sif ADJ fis-4838 233 14 values value NOUN fis-4838 233 15 of of ADP fis-4838 233 16 a a DET fis-4838 233 17 center center NOUN fis-4838 233 18 - - PUNCT fis-4838 233 19 cracked crack VERB fis-4838 233 20 plate plate NOUN fis-4838 233 21 bonded bond VERB fis-4838 233 22 to to ADP fis-4838 233 23 a a DET fis-4838 233 24 reinforced reinforce VERB fis-4838 233 25 composite composite ADJ fis-4838 233 26 material material NOUN fis-4838 233 27 was be AUX fis-4838 233 28 presented present VERB fis-4838 233 29 , , PUNCT fis-4838 233 30 categorized categorize VERB fis-4838 233 31 by by ADP fis-4838 233 32 their their PRON fis-4838 233 33 corresponding correspond VERB fis-4838 233 34 crack crack NOUN fis-4838 233 35 lengths length NOUN fis-4838 233 36 . . PUNCT fis-4838 234 1 upon upon SCONJ fis-4838 234 2 examining examine VERB fis-4838 234 3 the the DET fis-4838 234 4 results result NOUN fis-4838 234 5 , , PUNCT fis-4838 234 6 it it PRON fis-4838 234 7 was be AUX fis-4838 234 8 observed observe VERB fis-4838 234 9 that that SCONJ fis-4838 234 10 the the DET fis-4838 234 11 maximum maximum ADJ fis-4838 234 12 reduction reduction NOUN fis-4838 234 13 in in ADP fis-4838 234 14 normalized normalize VERB fis-4838 234 15 sif sif ADJ fis-4838 234 16 values value NOUN fis-4838 234 17 for for ADP fis-4838 234 18 cracked crack VERB fis-4838 234 19 aluminium aluminium NOUN fis-4838 234 20 structures structure NOUN fis-4838 234 21 occurred occur VERB fis-4838 234 22 at at ADP fis-4838 234 23 a a DET fis-4838 234 24 crack crack NOUN fis-4838 234 25 length length NOUN fis-4838 234 26 of of ADP fis-4838 234 27 15 15 NUM fis-4838 234 28 mm mm NOUN fis-4838 234 29 . . PUNCT fis-4838 235 1 conversely conversely ADV fis-4838 235 2 , , PUNCT fis-4838 235 3 the the DET fis-4838 235 4 minimum minimum ADJ fis-4838 235 5 reduction reduction NOUN fis-4838 235 6 in in ADP fis-4838 235 7 normalized normalize VERB fis-4838 235 8 sif sif NOUN fis-4838 235 9 value value NOUN fis-4838 235 10 was be AUX fis-4838 235 11 obtained obtain VERB fis-4838 235 12 for for ADP fis-4838 235 13 a a DET fis-4838 235 14 crack crack NOUN fis-4838 235 15 length length NOUN fis-4838 235 16 of of ADP fis-4838 235 17 5 5 NUM fis-4838 235 18 mm mm NOUN fis-4838 235 19 . . PUNCT fis-4838 236 1 the the DET fis-4838 236 2 impact impact NOUN fis-4838 236 3 of of ADP fis-4838 236 4 the the DET fis-4838 236 5 bonded bond VERB fis-4838 236 6 composite composite ADJ fis-4838 236 7 patch patch NOUN fis-4838 236 8 increased increase VERB fis-4838 236 9 as as SCONJ fis-4838 236 10 the the DET fis-4838 236 11 crack crack NOUN fis-4838 236 12 length length NOUN fis-4838 236 13 increased increase VERB fis-4838 236 14 from from ADP fis-4838 236 15 5 5 NUM fis-4838 236 16 to to PART fis-4838 236 17 15 15 NUM fis-4838 236 18 mm mm NOUN fis-4838 236 19 , , PUNCT fis-4838 236 20 leading lead VERB fis-4838 236 21 to to ADP fis-4838 236 22 a a DET fis-4838 236 23 decrease decrease NOUN fis-4838 236 24 in in ADP fis-4838 236 25 crack crack NOUN fis-4838 236 26 propagation propagation NOUN fis-4838 236 27 . . PUNCT fis-4838 237 1 consequently consequently ADV fis-4838 237 2 , , PUNCT fis-4838 237 3 the the PRON fis-4838 237 4 normalized normalize VERB fis-4838 237 5 sif sif ADJ fis-4838 237 6 values value NOUN fis-4838 237 7 were be AUX fis-4838 237 8 lower low ADJ fis-4838 237 9 for for ADP fis-4838 237 10 larger large ADJ fis-4838 237 11 crack crack NOUN fis-4838 237 12 lengths length NOUN fis-4838 237 13 , , PUNCT fis-4838 237 14 with with ADP fis-4838 237 15 a a DET fis-4838 237 16 further further ADJ fis-4838 237 17 decrease decrease NOUN fis-4838 237 18 observed observe VERB fis-4838 237 19 as as SCONJ fis-4838 237 20 the the DET fis-4838 237 21 crack crack NOUN fis-4838 237 22 length length NOUN fis-4838 237 23 increased increase VERB fis-4838 237 24 . . PUNCT fis-4838 238 1 the the DET fis-4838 238 2 numerical numerical ADJ fis-4838 238 3 results result NOUN fis-4838 238 4 , , PUNCT fis-4838 238 5 which which PRON fis-4838 238 6 have have AUX fis-4838 238 7 been be AUX fis-4838 238 8 validated validate VERB fis-4838 238 9 against against ADP fis-4838 238 10 benchmark benchmark NOUN fis-4838 238 11 results result NOUN fis-4838 238 12 , , PUNCT fis-4838 238 13 are be AUX fis-4838 238 14 considered consider VERB fis-4838 238 15 the the DET fis-4838 238 16 primary primary ADJ fis-4838 238 17 findings finding NOUN fis-4838 238 18 and and CCONJ fis-4838 238 19 are be AUX fis-4838 238 20 further far ADV fis-4838 238 21 compared compare VERB fis-4838 238 22 with with ADP fis-4838 238 23 the the DET fis-4838 238 24 analytical analytical ADJ fis-4838 238 25 and and CCONJ fis-4838 238 26 ml ml ADP fis-4838 238 27 algorithms algorithms NOUN fis-4838 238 28 analyses analysis NOUN fis-4838 238 29 . . PUNCT fis-4838 239 1 although although SCONJ fis-4838 239 2 the the DET fis-4838 239 3 dt dt X fis-4838 239 4 ( ( PUNCT fis-4838 239 5 decision decision NOUN fis-4838 239 6 tree tree NOUN fis-4838 239 7 ) ) PUNCT fis-4838 239 8 , , PUNCT fis-4838 239 9 ols ol NOUN fis-4838 239 10 ( ( PUNCT fis-4838 239 11 ordinary ordinary ADJ fis-4838 239 12 least least ADJ fis-4838 239 13 squares square NOUN fis-4838 239 14 ) ) PUNCT fis-4838 239 15 , , PUNCT fis-4838 239 16 and and CCONJ fis-4838 239 17 svr svr PROPN fis-4838 239 18 ( ( PUNCT fis-4838 239 19 support support VERB fis-4838 239 20 vector vector NOUN fis-4838 239 21 regression regression NOUN fis-4838 239 22 ) ) PUNCT fis-4838 239 23 with with ADP fis-4838 239 24 the the DET fis-4838 239 25 linear linear ADJ fis-4838 239 26 kernel kernel NOUN fis-4838 239 27 ( ( PUNCT fis-4838 239 28 svrlin svrlin PROPN fis-4838 239 29 ) ) PUNCT fis-4838 239 30 algorithms algorithm NOUN fis-4838 239 31 generated generate VERB fis-4838 239 32 satisfactory satisfactory ADJ fis-4838 239 33 performance performance NOUN fis-4838 239 34 values value NOUN fis-4838 239 35 for for ADP fis-4838 239 36 the the DET fis-4838 239 37 normalized normalize VERB fis-4838 239 38 sif sif NOUN fis-4838 239 39 , , PUNCT fis-4838 239 40 there there PRON fis-4838 239 41 were be VERB fis-4838 239 42 some some DET fis-4838 239 43 limitations limitation NOUN fis-4838 239 44 in in ADP fis-4838 239 45 accurately accurately ADV fis-4838 239 46 estimating estimate VERB fis-4838 239 47 these these DET fis-4838 239 48 parameters parameter NOUN fis-4838 239 49 . . PUNCT fis-4838 240 1 consequently consequently ADV fis-4838 240 2 , , PUNCT fis-4838 240 3 these these DET fis-4838 240 4 algorithms algorithm NOUN fis-4838 240 5 exhibited exhibit VERB fis-4838 240 6 some some DET fis-4838 240 7 variation variation NOUN fis-4838 240 8 in in ADP fis-4838 240 9 the the DET fis-4838 240 10 value value NOUN fis-4838 240 11 of of ADP fis-4838 240 12 the the DET fis-4838 240 13 results result NOUN fis-4838 240 14 in in ADP fis-4838 240 15 their their PRON fis-4838 240 16 predictions prediction NOUN fis-4838 240 17 . . PUNCT fis-4838 241 1 it it PRON fis-4838 241 2 should should AUX fis-4838 241 3 be be AUX fis-4838 241 4 noted note VERB fis-4838 241 5 i i PRON fis-4838 241 6 a. a. NOUN fis-4838 241 7 aabid aabid PROPN fis-4838 241 8 et et PROPN fis-4838 241 9 alii alii PROPN fis-4838 241 10 , , PUNCT fis-4838 241 11 frattura frattura PROPN fis-4838 241 12 ed ed PROPN fis-4838 241 13 integrità integrità PROPN fis-4838 241 14 strutturale strutturale PROPN fis-4838 241 15 , , PUNCT fis-4838 241 16 68 68 NUM fis-4838 241 17 ( ( PUNCT fis-4838 241 18 2024 2024 NUM fis-4838 241 19 ) ) PUNCT fis-4838 241 20 310 310 NUM fis-4838 241 21 - - SYM fis-4838 241 22 324 324 NUM fis-4838 241 23 ; ; PUNCT fis-4838 241 24 doi doi NOUN fis-4838 241 25 : : PUNCT fis-4838 241 26 10.3221 10.3221 NUM fis-4838 241 27 / / SYM fis-4838 241 28 igf igf PROPN fis-4838 241 29 - - ADJ fis-4838 241 30 esis.68.21 esis.68.21 PROPN fis-4838 241 31 319 319 NUM fis-4838 241 32 that that DET fis-4838 241 33 ridge ridge NOUN fis-4838 241 34 , , PUNCT fis-4838 241 35 lasso lasso NOUN fis-4838 241 36 , , PUNCT fis-4838 241 37 and and CCONJ fis-4838 241 38 elastic elastic ADJ fis-4838 241 39 net net ADJ fis-4838 241 40 algorithms algorithm NOUN fis-4838 241 41 were be AUX fis-4838 241 42 primarily primarily ADV fis-4838 241 43 designed design VERB fis-4838 241 44 for for ADP fis-4838 241 45 classification classification NOUN fis-4838 241 46 purposes purpose NOUN fis-4838 241 47 and and CCONJ fis-4838 241 48 tend tend VERB fis-4838 241 49 to to PART fis-4838 241 50 perform perform VERB fis-4838 241 51 poorly poorly ADV fis-4838 241 52 in in ADP fis-4838 241 53 regression regression NOUN fis-4838 241 54 applications application NOUN fis-4838 241 55 . . PUNCT fis-4838 242 1 figure figure VERB fis-4838 242 2 4 4 NUM fis-4838 242 3 : : PUNCT fis-4838 242 4 normalized normalize VERB fis-4838 242 5 sif sif NOUN fis-4838 242 6 of of ADP fis-4838 242 7 the the DET fis-4838 242 8 cracked crack VERB fis-4838 242 9 rectangular rectangular ADJ fis-4838 242 10 plate plate NOUN fis-4838 242 11 vs vs ADP fis-4838 242 12 crack crack NOUN fis-4838 242 13 length length NOUN fis-4838 242 14 . . PUNCT fis-4838 243 1 crack crack VERB fis-4838 243 2 length length NOUN fis-4838 243 3 ‘ ' PUNCT fis-4838 243 4 a a DET fis-4838 243 5 ’ ' PUNCT fis-4838 243 6 ( ( PUNCT fis-4838 243 7 mm mm INTJ fis-4838 243 8 ) ) PUNCT fis-4838 243 9 analytical analytical ADJ fis-4838 243 10 modelling modelling NOUN fis-4838 243 11 ml ml ADP fis-4838 243 12 algorithms algorithms PROPN fis-4838 243 13 ols ols PROPN fis-4838 243 14 ridge ridge PROPN fis-4838 243 15 lasso lasso PROPN fis-4838 243 16 elastic elastic ADJ fis-4838 243 17 net net ADJ fis-4838 243 18 svrlin svrlin NOUN fis-4838 243 19 dt dt NOUN fis-4838 243 20 5 5 NUM fis-4838 243 21 0.39529 0.39529 NUM fis-4838 243 22 0.37744 0.37744 NUM fis-4838 243 23 0.37587 0.37587 NUM fis-4838 243 24 0.35431 0.35431 NUM fis-4838 243 25 0.35409 0.35409 NUM fis-4838 243 26 0.39528 0.39528 NUM fis-4838 243 27 0.31520 0.31520 NUM fis-4838 243 28 7.5 7.5 NUM fis-4838 243 29 0.31520 0.31520 NUM fis-4838 243 30 0.34197 0.34197 NUM fis-4838 243 31 0.34157 0.34157 NUM fis-4838 243 32 0.32983 0.32983 NUM fis-4838 243 33 0.32975 0.32975 NUM fis-4838 243 34 0.35536 0.35536 NUM fis-4838 243 35 0.31520 0.31520 NUM fis-4838 243 36 10 10 NUM fis-4838 243 37 0.30229 0.30229 NUM fis-4838 243 38 0.30649 0.30649 NUM fis-4838 243 39 0.30728 0.30728 NUM fis-4838 243 40 0.30537 0.30537 NUM fis-4838 243 41 0.30541 0.30541 NUM fis-4838 243 42 0.31544 0.31544 NUM fis-4838 243 43 0.30228 0.30228 NUM fis-4838 243 44 12.5 12.5 NUM fis-4838 243 45 0.27995 0.27995 NUM fis-4838 243 46 0.27103 0.27103 NUM fis-4838 243 47 0.27298 0.27298 NUM fis-4838 243 48 0.28089 0.28089 NUM fis-4838 243 49 0.28107 0.28107 NUM fis-4838 243 50 0.27552 0.27552 NUM fis-4838 243 51 0.27994 0.27994 NUM fis-4838 243 52 15 15 NUM fis-4838 243 53 0.23008 0.23008 NUM fis-4838 243 54 0.23555 0.23555 NUM fis-4838 243 55 0.23868 0.23868 NUM fis-4838 243 56 0.25642 0.25642 NUM fis-4838 243 57 0.25674 0.25674 NUM fis-4838 243 58 0.23560 0.23560 NUM fis-4838 243 59 0.27994 0.27994 NUM fis-4838 243 60 table table NOUN fis-4838 243 61 6 6 NUM fis-4838 243 62 . . PUNCT fis-4838 243 63 normalized normalize VERB fis-4838 243 64 sif sif NOUN fis-4838 243 65 of of ADP fis-4838 243 66 the the DET fis-4838 243 67 cracked crack VERB fis-4838 243 68 rectangular rectangular ADJ fis-4838 243 69 plate plate NOUN fis-4838 243 70 . . PUNCT fis-4838 244 1 fig fig NOUN fis-4838 244 2 . . PUNCT fis-4838 245 1 5 5 NUM fis-4838 245 2 presents present VERB fis-4838 245 3 the the DET fis-4838 245 4 nsif nsif ADJ fis-4838 245 5 values value NOUN fis-4838 245 6 at at ADP fis-4838 245 7 different different ADJ fis-4838 245 8 data datum NOUN fis-4838 245 9 points point NOUN fis-4838 245 10 by by ADP fis-4838 245 11 analytical analytical ADJ fis-4838 245 12 and and CCONJ fis-4838 245 13 ml ml NOUN fis-4838 245 14 models model NOUN fis-4838 245 15 . . PUNCT fis-4838 246 1 fig fig NOUN fis-4838 246 2 . . PUNCT fis-4838 247 1 6 6 NUM fis-4838 247 2 presents present VERB fis-4838 247 3 the the DET fis-4838 247 4 observed observe VERB fis-4838 247 5 value value NOUN fis-4838 247 6 of of ADP fis-4838 247 7 nsif nsif NOUN fis-4838 247 8 by by ADP fis-4838 247 9 analytical analytical ADJ fis-4838 247 10 model model NOUN fis-4838 247 11 and and CCONJ fis-4838 247 12 predicted predict VERB fis-4838 247 13 values value NOUN fis-4838 247 14 of of ADP fis-4838 247 15 nsif nsif NOUN fis-4838 247 16 by by ADP fis-4838 247 17 various various ADJ fis-4838 247 18 ml ml NOUN fis-4838 247 19 models model NOUN fis-4838 247 20 . . PUNCT fis-4838 248 1 tab tab NOUN fis-4838 248 2 . . PUNCT fis-4838 249 1 7 7 NUM fis-4838 249 2 presents present NOUN fis-4838 249 3 the the PRON fis-4838 249 4 normalized normalize VERB fis-4838 249 5 sif sif ADJ fis-4838 249 6 values value NOUN fis-4838 249 7 of of ADP fis-4838 249 8 reinforced reinforce VERB fis-4838 249 9 composites composite NOUN fis-4838 249 10 obtained obtain VERB fis-4838 249 11 through through ADP fis-4838 249 12 convergence convergence NOUN fis-4838 249 13 methods method NOUN fis-4838 249 14 at at ADP fis-4838 249 15 a a DET fis-4838 249 16 crack crack NOUN fis-4838 249 17 length length NOUN fis-4838 249 18 of of ADP fis-4838 249 19 10 10 NUM fis-4838 249 20 mm mm NOUN fis-4838 249 21 . . PUNCT fis-4838 250 1 the the DET fis-4838 250 2 study study NOUN fis-4838 250 3 of of ADP fis-4838 250 4 fracture fracture PROPN fis-4838 250 5 behavior behavior NOUN fis-4838 250 6 in in ADP fis-4838 250 7 reinforcing reinforce VERB fis-4838 250 8 materials material NOUN fis-4838 250 9 revealed reveal VERB fis-4838 250 10 that that SCONJ fis-4838 250 11 the the DET fis-4838 250 12 thickness thickness NOUN fis-4838 250 13 of of ADP fis-4838 250 14 reinforced reinforce VERB fis-4838 250 15 composites composite NOUN fis-4838 250 16 exhibited exhibit VERB fis-4838 250 17 superior superior ADJ fis-4838 250 18 toughness toughness NOUN fis-4838 250 19 compared compare VERB fis-4838 250 20 to to ADP fis-4838 250 21 other other ADJ fis-4838 250 22 parameters parameter NOUN fis-4838 250 23 . . PUNCT fis-4838 251 1 furthermore furthermore ADV fis-4838 251 2 , , PUNCT fis-4838 251 3 the the DET fis-4838 251 4 normalized normalize VERB fis-4838 251 5 sifs sif NOUN fis-4838 251 6 were be AUX fis-4838 251 7 influenced influence VERB fis-4838 251 8 by by ADP fis-4838 251 9 the the DET fis-4838 251 10 bonded bond VERB fis-4838 251 11 adhesive adhesive ADJ fis-4838 251 12 layer layer NOUN fis-4838 251 13 . . PUNCT fis-4838 252 1 tab tab NOUN fis-4838 252 2 . . PUNCT fis-4838 252 3 8 8 NUM fis-4838 252 4 displays display VERB fis-4838 252 5 the the DET fis-4838 252 6 normalized normalize VERB fis-4838 252 7 sifs sif NOUN fis-4838 252 8 corresponding correspond VERB fis-4838 252 9 to to ADP fis-4838 252 10 the the DET fis-4838 252 11 adhesive adhesive ADJ fis-4838 252 12 bond bond NOUN fis-4838 252 13 thickness thickness NOUN fis-4838 252 14 and and CCONJ fis-4838 252 15 shear shear NOUN fis-4838 252 16 modulus modulus NOUN fis-4838 252 17 , , PUNCT fis-4838 252 18 obtained obtain VERB fis-4838 252 19 through through ADP fis-4838 252 20 convergence convergence NOUN fis-4838 252 21 methods method NOUN fis-4838 252 22 at at ADP fis-4838 252 23 a a DET fis-4838 252 24 crack crack NOUN fis-4838 252 25 length length NOUN fis-4838 252 26 of of ADP fis-4838 252 27 10 10 NUM fis-4838 252 28 mm mm NOUN fis-4838 252 29 . . PUNCT fis-4838 253 1 the the DET fis-4838 253 2 representations representation NOUN fis-4838 253 3 depicting depict VERB fis-4838 253 4 the the DET fis-4838 253 5 behavior behavior NOUN fis-4838 253 6 of of ADP fis-4838 253 7 repaired repair VERB fis-4838 253 8 structures structure NOUN fis-4838 253 9 based base VERB fis-4838 253 10 on on ADP fis-4838 253 11 bonded bond VERB fis-4838 253 12 composite composite ADJ fis-4838 253 13 parameters parameter NOUN fis-4838 253 14 and and CCONJ fis-4838 253 15 adhesive adhesive ADJ fis-4838 253 16 layer layer NOUN fis-4838 253 17 are be AUX fis-4838 253 18 presented present VERB fis-4838 253 19 in in ADP fis-4838 253 20 tabs tab NOUN fis-4838 253 21 . . PUNCT fis-4838 254 1 7 7 NUM fis-4838 254 2 and and CCONJ fis-4838 254 3 8 8 NUM fis-4838 254 4 . . PUNCT fis-4838 255 1 these these DET fis-4838 255 2 tables table NOUN fis-4838 255 3 provide provide VERB fis-4838 255 4 an an DET fis-4838 255 5 understanding understanding NOUN fis-4838 255 6 of of ADP fis-4838 255 7 the the DET fis-4838 255 8 curves curve NOUN fis-4838 255 9 associated associate VERB fis-4838 255 10 with with ADP fis-4838 255 11 all all DET fis-4838 255 12 the the DET fis-4838 255 13 ml ml NOUN fis-4838 255 14 algorithms algorithm NOUN fis-4838 255 15 used use VERB fis-4838 255 16 in in ADP fis-4838 255 17 the the DET fis-4838 255 18 study study NOUN fis-4838 255 19 . . PUNCT fis-4838 256 1 the the DET fis-4838 256 2 analytical analytical ADJ fis-4838 256 3 datasets dataset NOUN fis-4838 256 4 obtained obtain VERB fis-4838 256 5 from from ADP fis-4838 256 6 the the DET fis-4838 256 7 given give VERB fis-4838 256 8 crack crack NOUN fis-4838 256 9 length length NOUN fis-4838 256 10 were be AUX fis-4838 256 11 utilized utilize VERB fis-4838 256 12 for for ADP fis-4838 256 13 the the DET fis-4838 256 14 ml ml NOUN fis-4838 256 15 algorithms algorithm NOUN fis-4838 256 16 . . PUNCT fis-4838 257 1 while while SCONJ fis-4838 257 2 the the DET fis-4838 257 3 dt dt PROPN fis-4838 257 4 , , PUNCT fis-4838 257 5 ols ol NOUN fis-4838 257 6 , , PUNCT fis-4838 257 7 and and CCONJ fis-4838 257 8 knn knn PROPN fis-4838 257 9 algorithms algorithm NOUN fis-4838 257 10 demonstrated demonstrate VERB fis-4838 257 11 high high ADJ fis-4838 257 12 - - PUNCT fis-4838 257 13 performance performance NOUN fis-4838 257 14 values value NOUN fis-4838 257 15 in in ADP fis-4838 257 16 terms term NOUN fis-4838 257 17 of of ADP fis-4838 257 18 normalized normalize VERB fis-4838 257 19 sifs sif NOUN fis-4838 257 20 for for ADP fis-4838 257 21 the the DET fis-4838 257 22 tested test VERB fis-4838 257 23 crack crack NOUN fis-4838 257 24 , , PUNCT fis-4838 257 25 their their PRON fis-4838 257 26 estimation estimation NOUN fis-4838 257 27 accuracy accuracy NOUN fis-4838 257 28 resulted result VERB fis-4838 257 29 in in ADP fis-4838 257 30 some some DET fis-4838 257 31 variations variation NOUN fis-4838 257 32 in in ADP fis-4838 257 33 the the DET fis-4838 257 34 algorithm algorithm NOUN fis-4838 257 35 outputs output NOUN fis-4838 257 36 . . PUNCT fis-4838 258 1 it it PRON fis-4838 258 2 was be AUX fis-4838 258 3 observed observe VERB fis-4838 258 4 that that SCONJ fis-4838 258 5 ridge ridge NOUN fis-4838 258 6 , , PUNCT fis-4838 258 7 svrlin svrlin PROPN fis-4838 258 8 , , PUNCT fis-4838 258 9 svr svr VERB fis-4838 258 10 with with ADP fis-4838 258 11 polynomial polynomial ADJ fis-4838 258 12 ( ( PUNCT fis-4838 258 13 svrpoly svrpoly ADJ fis-4838 258 14 ) ) PUNCT fis-4838 258 15 , , PUNCT fis-4838 258 16 and and CCONJ fis-4838 258 17 radial radial ADJ fis-4838 258 18 basis basis NOUN fis-4838 258 19 function function NOUN fis-4838 258 20 ( ( PUNCT fis-4838 258 21 svrrbf svrrbf NOUN fis-4838 258 22 ) ) PUNCT fis-4838 258 23 kernels kernel NOUN fis-4838 258 24 , , PUNCT fis-4838 258 25 primarily primarily ADV fis-4838 258 26 designed design VERB fis-4838 258 27 for for ADP fis-4838 258 28 classification classification NOUN fis-4838 258 29 purposes purpose NOUN fis-4838 258 30 , , PUNCT fis-4838 258 31 produced produce VERB fis-4838 258 32 less less ADJ fis-4838 258 33 satisfactory satisfactory ADJ fis-4838 258 34 results result NOUN fis-4838 258 35 in in ADP fis-4838 258 36 regression regression NOUN fis-4838 258 37 applications application NOUN fis-4838 258 38 . . PUNCT fis-4838 259 1 conversely conversely ADV fis-4838 259 2 , , PUNCT fis-4838 259 3 svrlin svrlin PROPN fis-4838 259 4 and and CCONJ fis-4838 259 5 svrpoly svrpoly PROPN fis-4838 259 6 yielded yield VERB fis-4838 259 7 approximately approximately ADV fis-4838 259 8 close close ADJ fis-4838 259 9 results result NOUN fis-4838 259 10 . . PUNCT fis-4838 260 1 in in ADP fis-4838 260 2 summary summary NOUN fis-4838 260 3 , , PUNCT fis-4838 260 4 the the DET fis-4838 260 5 addition addition NOUN fis-4838 260 6 of of ADP fis-4838 260 7 reinforced reinforce VERB fis-4838 260 8 composites composite NOUN fis-4838 260 9 to to PART fis-4838 260 10 cracked crack VERB fis-4838 260 11 aluminium aluminium NOUN fis-4838 260 12 structures structure NOUN fis-4838 260 13 improved improve VERB fis-4838 260 14 the the DET fis-4838 260 15 fracture fracture NOUN fis-4838 260 16 strength strength NOUN fis-4838 260 17 of of ADP fis-4838 260 18 the the DET fis-4838 260 19 overall overall ADJ fis-4838 260 20 structure structure NOUN fis-4838 260 21 when when SCONJ fis-4838 260 22 properly properly ADV fis-4838 260 23 adhered adhere VERB fis-4838 260 24 . . PUNCT fis-4838 261 1 a. a. PROPN fis-4838 261 2 aabid aabid PROPN fis-4838 261 3 et et PROPN fis-4838 261 4 alii alii PROPN fis-4838 261 5 , , PUNCT fis-4838 261 6 frattura frattura PROPN fis-4838 261 7 ed ed PROPN fis-4838 261 8 integrità integrità PROPN fis-4838 261 9 strutturale strutturale PROPN fis-4838 261 10 , , PUNCT fis-4838 261 11 68 68 NUM fis-4838 261 12 ( ( PUNCT fis-4838 261 13 2024 2024 NUM fis-4838 261 14 ) ) PUNCT fis-4838 261 15 310 310 NUM fis-4838 261 16 - - SYM fis-4838 261 17 324 324 NUM fis-4838 261 18 ; ; PUNCT fis-4838 261 19 doi doi NOUN fis-4838 261 20 : : PUNCT fis-4838 261 21 10.3221 10.3221 NUM fis-4838 261 22 / / SYM fis-4838 261 23 igf igf PROPN fis-4838 261 24 - - ADJ fis-4838 261 25 esis.68.21 esis.68.21 PROPN fis-4838 261 26 320 320 NUM fis-4838 261 27 figure figure NOUN fis-4838 261 28 5 5 NUM fis-4838 261 29 : : PUNCT fis-4838 261 30 normalized normalize VERB fis-4838 261 31 sif sif NOUN fis-4838 261 32 of of ADP fis-4838 261 33 the the DET fis-4838 261 34 cracked crack VERB fis-4838 261 35 rectangular rectangular ADJ fis-4838 261 36 plate plate NOUN fis-4838 261 37 vs vs ADP fis-4838 261 38 crack crack NOUN fis-4838 261 39 length length NOUN fis-4838 261 40 for for ADP fis-4838 261 41 various various ADJ fis-4838 261 42 datapoints datapoint NOUN fis-4838 261 43 . . PUNCT fis-4838 262 1 figure figure VERB fis-4838 262 2 6 6 NUM fis-4838 262 3 : : PUNCT fis-4838 262 4 normalized normalize VERB fis-4838 262 5 sif sif NOUN fis-4838 262 6 of of ADP fis-4838 262 7 the the DET fis-4838 262 8 cracked crack VERB fis-4838 262 9 rectangular rectangular ADJ fis-4838 262 10 plate plate NOUN fis-4838 262 11 – – PUNCT fis-4838 262 12 observed observe VERB fis-4838 262 13 value value NOUN fis-4838 262 14 vs vs ADP fis-4838 262 15 predicted predict VERB fis-4838 262 16 value value NOUN fis-4838 262 17 . . PUNCT fis-4838 263 1 model model PROPN fis-4838 263 2 patch patch PROPN fis-4838 263 3 dimension dimension PROPN fis-4838 263 4 ( ( PUNCT fis-4838 263 5 mm mm NOUN fis-4838 263 6 ) ) PUNCT fis-4838 263 7 thickness thickness NOUN fis-4838 263 8 ( ( PUNCT fis-4838 263 9 width width VERB fis-4838 263 10 = = NOUN fis-4838 263 11 20 20 NUM fis-4838 263 12 , , PUNCT fis-4838 263 13 height=10 height=10 NOUN fis-4838 263 14 ) ) PUNCT fis-4838 263 15 width width NOUN fis-4838 263 16 ( ( PUNCT fis-4838 263 17 thickness thickness NOUN fis-4838 263 18 = = SYM fis-4838 263 19 0.5 0.5 NUM fis-4838 263 20 , , PUNCT fis-4838 263 21 height=10 height=10 NOUN fis-4838 263 22 ) ) PUNCT fis-4838 263 23 height height NOUN fis-4838 263 24 ( ( PUNCT fis-4838 263 25 thickness thickness NOUN fis-4838 263 26 = = SYM fis-4838 263 27 0.5 0.5 NUM fis-4838 263 28 , , PUNCT fis-4838 263 29 width=20 width=20 PROPN fis-4838 263 30 ) ) PUNCT fis-4838 263 31 0.5 0.5 NUM fis-4838 263 32 0.75 0.75 NUM fis-4838 263 33 1 1 NUM fis-4838 263 34 17.5 17.5 NUM fis-4838 263 35 20 20 NUM fis-4838 263 36 22.5 22.5 NUM fis-4838 263 37 10 10 NUM fis-4838 263 38 12.5 12.5 NUM fis-4838 263 39 15 15 NUM fis-4838 263 40 analytical analytical ADJ fis-4838 263 41 modelling modelling NOUN fis-4838 263 42 0.29003 0.29003 NUM fis-4838 263 43 0.24669 0.24669 NUM fis-4838 263 44 0.22546 0.22546 NUM fis-4838 263 45 0.30458 0.30458 NUM fis-4838 263 46 0.29003 0.29003 NUM fis-4838 263 47 0.2805 0.2805 NUM fis-4838 263 48 0.29003 0.29003 NUM fis-4838 263 49 0.28929 0.28929 NUM fis-4838 263 50 0.30132 0.30132 NUM fis-4838 263 51 ml ml NOUN fis-4838 263 52 algorithms algorithms PROPN fis-4838 263 53 ols ol NOUN fis-4838 264 1 0.30229 0.30229 NUM fis-4838 264 2 0.2665 0.2665 NUM fis-4838 264 3 0.22792 0.22792 NUM fis-4838 264 4 0.30864 0.30864 NUM fis-4838 264 5 0.30508 0.30508 NUM fis-4838 264 6 0.30152 0.30152 NUM fis-4838 264 7 0.30508 0.30508 NUM fis-4838 264 8 0.30433 0.30433 NUM fis-4838 264 9 0.30357 0.30357 NUM fis-4838 264 10 ridge ridge NOUN fis-4838 264 11 0.30113 0.30113 NUM fis-4838 264 12 0.27848 0.27848 NUM fis-4838 265 1 0.25582 0.25582 NUM fis-4838 265 2 0.30881 0.30881 NUM fis-4838 265 3 0.30114 0.30114 NUM fis-4838 265 4 0.29346 0.29346 NUM fis-4838 265 5 0.30114 0.30114 NUM fis-4838 265 6 0.30233 0.30233 NUM fis-4838 265 7 0.30352 0.30352 NUM fis-4838 265 8 svrlin svrlin NOUN fis-4838 265 9 0.30838 0.30838 NUM fis-4838 265 10 0.27653 0.27653 NUM fis-4838 265 11 0.24468 0.24468 NUM fis-4838 265 12 0.30839 0.30839 NUM fis-4838 265 13 0.30839 0.30839 NUM fis-4838 265 14 0.30839 0.30839 NUM fis-4838 265 15 0.30839 0.30839 NUM fis-4838 265 16 0.30839 0.30839 NUM fis-4838 265 17 0.30839 0.30839 NUM fis-4838 265 18 svrpoly svrpoly ADJ fis-4838 265 19 0.29893 0.29893 NUM fis-4838 265 20 0.27787 0.27787 NUM fis-4838 265 21 0.25679 0.25679 NUM fis-4838 265 22 0.30604 0.30604 NUM fis-4838 265 23 0.29893 0.29893 NUM fis-4838 265 24 0.29837 0.29837 NUM fis-4838 265 25 0.29893 0.29893 NUM fis-4838 265 26 0.29379 0.29379 NUM fis-4838 265 27 0.29494 0.29494 NUM fis-4838 265 28 svrrbf svrrbf ADJ fis-4838 265 29 0.2944 0.2944 NUM fis-4838 265 30 0.28269 0.28269 NUM fis-4838 265 31 0.27105 0.27105 NUM fis-4838 265 32 0.3063 0.3063 NUM fis-4838 265 33 0.2944 0.2944 NUM fis-4838 265 34 0.29914 0.29914 NUM fis-4838 265 35 0.2944 0.2944 NUM fis-4838 265 36 0.29672 0.29672 NUM fis-4838 265 37 0.30343 0.30343 NUM fis-4838 265 38 svrsigm svrsigm NOUN fis-4838 265 39 0.30611 0.30611 NUM fis-4838 265 40 0.30539 0.30539 NUM fis-4838 265 41 0.30468 0.30468 NUM fis-4838 265 42 0.37211 0.37211 NUM fis-4838 266 1 0.30611 0.30611 NUM fis-4838 266 2 0.25235 0.25235 NUM fis-4838 266 3 0.30611 0.30611 NUM fis-4838 266 4 0.29411 0.29411 NUM fis-4838 266 5 0.27914 0.27914 NUM fis-4838 266 6 knn knn NOUN fis-4838 266 7 0.30229 0.30229 NUM fis-4838 266 8 0.27299 0.27299 NUM fis-4838 266 9 0.27299 0.27299 NUM fis-4838 266 10 0.30917 0.30917 NUM fis-4838 266 11 0.30229 0.30229 NUM fis-4838 266 12 0.30229 0.30229 NUM fis-4838 266 13 0.30229 0.30229 NUM fis-4838 266 14 0.30232 0.30232 NUM fis-4838 266 15 0.30345 0.30345 NUM fis-4838 266 16 dt dt NOUN fis-4838 266 17 0.30228 0.30228 NUM fis-4838 266 18 0.2665 0.2665 NUM fis-4838 267 1 0.2665 0.2665 NUM fis-4838 267 2 0.31605 0.31605 NUM fis-4838 267 3 0.30229 0.30229 NUM fis-4838 267 4 0.30893 0.30893 NUM fis-4838 267 5 0.30229 0.30229 NUM fis-4838 267 6 0.30235 0.30235 NUM fis-4838 267 7 0.30456 0.30456 NUM fis-4838 267 8 table table NOUN fis-4838 267 9 7 7 NUM fis-4838 267 10 : : PUNCT fis-4838 267 11 effect effect NOUN fis-4838 267 12 of of ADP fis-4838 267 13 composite composite ADJ fis-4838 267 14 patch patch NOUN fis-4838 267 15 for for ADP fis-4838 267 16 crack crack NOUN fis-4838 267 17 length length NOUN fis-4838 267 18 a a DET fis-4838 267 19 = = NUM fis-4838 267 20 10 10 NUM fis-4838 267 21 mm mm NOUN fis-4838 267 22 , , PUNCT fis-4838 267 23 adhesive adhesive ADJ fis-4838 267 24 thickness=0.003 thickness=0.003 NOUN fis-4838 267 25 mm mm PROPN fis-4838 267 26 and and CCONJ fis-4838 267 27 shear shear NOUN fis-4838 267 28 modulus=1.2 modulus=1.2 PROPN fis-4838 267 29 gpa gpa PROPN fis-4838 267 30 . . PUNCT fis-4838 267 31 a. a. PROPN fis-4838 267 32 aabid aabid PROPN fis-4838 267 33 et et PROPN fis-4838 267 34 alii alii PROPN fis-4838 267 35 , , PUNCT fis-4838 267 36 frattura frattura PROPN fis-4838 267 37 ed ed PROPN fis-4838 267 38 integrità integrità PROPN fis-4838 267 39 strutturale strutturale PROPN fis-4838 267 40 , , PUNCT fis-4838 267 41 68 68 NUM fis-4838 267 42 ( ( PUNCT fis-4838 267 43 2024 2024 NUM fis-4838 267 44 ) ) PUNCT fis-4838 267 45 310 310 NUM fis-4838 267 46 - - SYM fis-4838 267 47 324 324 NUM fis-4838 267 48 ; ; PUNCT fis-4838 267 49 doi doi NOUN fis-4838 267 50 : : PUNCT fis-4838 267 51 10.3221 10.3221 NUM fis-4838 267 52 / / SYM fis-4838 267 53 igf igf PROPN fis-4838 267 54 - - ADJ fis-4838 267 55 esis.68.21 esis.68.21 ADJ fis-4838 267 56 321 321 NUM fis-4838 267 57 adhesive adhesive ADJ fis-4838 267 58 bond bond NOUN fis-4838 267 59 model model NOUN fis-4838 267 60 adhesive adhesive ADJ fis-4838 267 61 thickness thickness NOUN fis-4838 267 62 ( ( PUNCT fis-4838 267 63 mm mm NOUN fis-4838 267 64 ) ) PUNCT fis-4838 267 65 shear shear NOUN fis-4838 267 66 materials material NOUN fis-4838 267 67 ( ( PUNCT fis-4838 267 68 gpa gpa PROPN fis-4838 267 69 ) ) PUNCT fis-4838 267 70 0.0025 0.0025 NUM fis-4838 267 71 0.003 0.003 NUM fis-4838 267 72 0.0035 0.0035 NUM fis-4838 267 73 0.6 0.6 NUM fis-4838 267 74 1.2 1.2 NUM fis-4838 267 75 1.8 1.8 NUM fis-4838 267 76 analytical analytical ADJ fis-4838 267 77 modelling modelling NOUN fis-4838 267 78 0.30001 0.30001 NUM fis-4838 267 79 0.29003 0.29003 NUM fis-4838 267 80 0.29831 0.29831 NUM fis-4838 267 81 0.30098 0.30098 NUM fis-4838 267 82 0.29003 0.29003 NUM fis-4838 267 83 0.28288 0.28288 NUM fis-4838 267 84 ml ml NOUN fis-4838 267 85 algorithms algorithms PROPN fis-4838 267 86 ols ol NOUN fis-4838 267 87 0.30404 0.30404 NUM fis-4838 267 88 0.30508 0.30508 NUM fis-4838 267 89 0.30612 0.30612 NUM fis-4838 267 90 0.31333 0.31333 NUM fis-4838 267 91 0.30508 0.30508 NUM fis-4838 267 92 0.29683 0.29683 NUM fis-4838 267 93 ridge ridge VERB fis-4838 267 94 0.30114 0.30114 NUM fis-4838 268 1 0.30114 0.30114 NUM fis-4838 268 2 0.30114 0.30114 NUM fis-4838 268 3 0.30831 0.30831 NUM fis-4838 268 4 0.30113 0.30113 NUM fis-4838 268 5 0.29396 0.29396 NUM fis-4838 268 6 svrlin svrlin NOUN fis-4838 268 7 0.30839 0.30839 NUM fis-4838 268 8 0.30839 0.30839 NUM fis-4838 268 9 0.30839 0.30839 NUM fis-4838 268 10 0.30986 0.30986 NUM fis-4838 268 11 0.30838 0.30838 NUM fis-4838 268 12 0.3069 0.3069 NUM fis-4838 268 13 svrpoly svrpoly ADJ fis-4838 268 14 0.29893 0.29893 NUM fis-4838 268 15 0.29893 0.29893 NUM fis-4838 268 16 0.29893 0.29893 NUM fis-4838 268 17 0.30338 0.30338 NUM fis-4838 268 18 0.29893 0.29893 NUM fis-4838 268 19 0.29447 0.29447 NUM fis-4838 268 20 svrrbf svrrbf ADJ fis-4838 268 21 0.2944 0.2944 NUM fis-4838 268 22 0.2944 0.2944 NUM fis-4838 268 23 0.2944 0.2944 NUM fis-4838 268 24 0.30277 0.30277 NUM fis-4838 268 25 0.2944 0.2944 NUM fis-4838 268 26 0.28636 0.28636 NUM fis-4838 268 27 svrsigm svrsigm NOUN fis-4838 268 28 0.30611 0.30611 NUM fis-4838 268 29 0.3061 0.3061 NUM fis-4838 268 30 0.306113 0.306113 NUM fis-4838 268 31 0.30716 0.30716 NUM fis-4838 268 32 0.30611 0.30611 NUM fis-4838 268 33 0.30506 0.30506 NUM fis-4838 268 34 knn knn VERB fis-4838 269 1 0.30175 0.30175 NUM fis-4838 270 1 0.30229 0.30229 NUM fis-4838 270 2 0.30279 0.30279 NUM fis-4838 270 3 0.30773 0.30773 NUM fis-4838 270 4 0.30229 0.30229 NUM fis-4838 270 5 0.29956 0.29956 NUM fis-4838 270 6 dt dt NOUN fis-4838 270 7 0.30228 0.30228 NUM fis-4838 270 8 0.30228 0.30228 NUM fis-4838 270 9 0.30328 0.30328 NUM fis-4838 270 10 0.31317 0.31317 NUM fis-4838 270 11 0.30228 0.30228 NUM fis-4838 270 12 0.29683 0.29683 NUM fis-4838 270 13 table table NOUN fis-4838 270 14 8 8 NUM fis-4838 270 15 : : PUNCT fis-4838 270 16 effect effect NOUN fis-4838 270 17 of of ADP fis-4838 270 18 adhesive adhesive ADJ fis-4838 270 19 bond bond NOUN fis-4838 270 20 for for ADP fis-4838 270 21 crack crack NOUN fis-4838 270 22 length length NOUN fis-4838 270 23 a a DET fis-4838 270 24 = = NUM fis-4838 270 25 10 10 NUM fis-4838 270 26 mm mm NOUN fis-4838 270 27 , , PUNCT fis-4838 270 28 patch patch VERB fis-4838 270 29 thickness=0.5 thickness=0.5 PROPN fis-4838 270 30 mm mm PROPN fis-4838 270 31 , , PUNCT fis-4838 270 32 width=20 width=20 VERB fis-4838 270 33 mm mm PROPN fis-4838 270 34 and and CCONJ fis-4838 270 35 height= height= NUM fis-4838 270 36 10 10 NUM fis-4838 270 37 mm mm NOUN fis-4838 270 38 . . PUNCT fis-4838 271 1 figure figure NOUN fis-4838 271 2 7 7 NUM fis-4838 271 3 : : PUNCT fis-4838 271 4 evaluation evaluation NOUN fis-4838 271 5 metrics metric NOUN fis-4838 271 6 for for ADP fis-4838 271 7 machine machine NOUN fis-4838 271 8 learning learn VERB fis-4838 271 9 techniques technique NOUN fis-4838 271 10 for for ADP fis-4838 271 11 crack crack NOUN fis-4838 271 12 length length NOUN fis-4838 272 1 a a DET fis-4838 272 2 = = NUM fis-4838 272 3 10 10 NUM fis-4838 272 4 mm mm NOUN fis-4838 272 5 . . PUNCT fis-4838 272 6 fig fig NOUN fis-4838 272 7 . . PUNCT fis-4838 273 1 7 7 NUM fis-4838 273 2 presents present VERB fis-4838 273 3 the the DET fis-4838 273 4 evaluation evaluation NOUN fis-4838 273 5 metrics metric NOUN fis-4838 273 6 of of ADP fis-4838 273 7 various various ADJ fis-4838 273 8 machine machine NOUN fis-4838 273 9 learning learn VERB fis-4838 273 10 algorithms algorithm NOUN fis-4838 273 11 . . PUNCT fis-4838 274 1 in in ADP fis-4838 274 2 the the DET fis-4838 274 3 figure figure NOUN fis-4838 274 4 , , PUNCT fis-4838 274 5 the the DET fis-4838 274 6 errors error NOUN fis-4838 274 7 values value NOUN fis-4838 274 8 ( ( PUNCT fis-4838 274 9 rmse rmse PROPN fis-4838 274 10 , , PUNCT fis-4838 274 11 mae mae PROPN fis-4838 274 12 and and CCONJ fis-4838 274 13 mape mape NOUN fis-4838 274 14 ) ) PUNCT fis-4838 274 15 are be AUX fis-4838 274 16 in in ADP fis-4838 274 17 percentage percentage NOUN fis-4838 274 18 . . PUNCT fis-4838 275 1 tab tab NOUN fis-4838 275 2 . . PUNCT fis-4838 276 1 9 9 NUM fis-4838 276 2 presents present VERB fis-4838 276 3 the the DET fis-4838 276 4 convergence convergence NOUN fis-4838 276 5 results result NOUN fis-4838 276 6 of of ADP fis-4838 276 7 the the DET fis-4838 276 8 analytical analytical ADJ fis-4838 276 9 modelling modelling NOUN fis-4838 276 10 and and CCONJ fis-4838 276 11 ml ml ADP fis-4838 276 12 algorithms algorithm NOUN fis-4838 276 13 in in ADP fis-4838 276 14 terms term NOUN fis-4838 276 15 of of ADP fis-4838 276 16 normalized normalize VERB fis-4838 276 17 sif sif NOUN fis-4838 276 18 values value NOUN fis-4838 276 19 . . PUNCT fis-4838 277 1 these these DET fis-4838 277 2 values value NOUN fis-4838 277 3 were be AUX fis-4838 277 4 reported report VERB fis-4838 277 5 for for ADP fis-4838 277 6 different different ADJ fis-4838 277 7 crack crack NOUN fis-4838 277 8 lengths length NOUN fis-4838 277 9 that that PRON fis-4838 277 10 were be AUX fis-4838 277 11 not not PART fis-4838 277 12 experimentally experimentally ADV fis-4838 277 13 investigated investigate VERB fis-4838 277 14 . . PUNCT fis-4838 278 1 the the DET fis-4838 278 2 model model NOUN fis-4838 278 3 produced produce VERB fis-4838 278 4 normalized normalize VERB fis-4838 278 5 sif sif NOUN fis-4838 278 6 values value NOUN fis-4838 278 7 for for ADP fis-4838 278 8 various various ADJ fis-4838 278 9 crack crack NOUN fis-4838 278 10 lengths length NOUN fis-4838 278 11 based base VERB fis-4838 278 12 on on ADP fis-4838 278 13 the the DET fis-4838 278 14 performance performance NOUN fis-4838 278 15 of of ADP fis-4838 278 16 fracture fracture NOUN fis-4838 278 17 parameters parameter NOUN fis-4838 278 18 . . PUNCT fis-4838 279 1 the the DET fis-4838 279 2 error error NOUN fis-4838 279 3 performance performance NOUN fis-4838 279 4 measures measure NOUN fis-4838 279 5 , , PUNCT fis-4838 279 6 including include VERB fis-4838 279 7 rmse rmse PROPN fis-4838 279 8 , , PUNCT fis-4838 279 9 mae mae PROPN fis-4838 279 10 , , PUNCT fis-4838 279 11 mape mape NOUN fis-4838 279 12 , , PUNCT fis-4838 279 13 and and CCONJ fis-4838 279 14 r2 r2 PROPN fis-4838 279 15 , , PUNCT fis-4838 279 16 were be AUX fis-4838 279 17 calculated calculate VERB fis-4838 279 18 by by ADP fis-4838 279 19 comparing compare VERB fis-4838 279 20 the the DET fis-4838 279 21 fe fe NOUN fis-4838 279 22 method method NOUN fis-4838 279 23 with with ADP fis-4838 279 24 analytical analytical ADJ fis-4838 279 25 modelling modelling NOUN fis-4838 279 26 , , PUNCT fis-4838 279 27 and and CCONJ fis-4838 279 28 these these DET fis-4838 279 29 values value NOUN fis-4838 279 30 are be AUX fis-4838 279 31 presented present VERB fis-4838 279 32 in in ADP fis-4838 279 33 tab tab NOUN fis-4838 279 34 . . PUNCT fis-4838 280 1 8 8 NUM fis-4838 280 2 . . PUNCT fis-4838 281 1 when when SCONJ fis-4838 281 2 comparing compare VERB fis-4838 281 3 algorithms algorithm NOUN fis-4838 281 4 , , PUNCT fis-4838 281 5 the the DET fis-4838 281 6 rmse rmse NOUN fis-4838 281 7 , , PUNCT fis-4838 281 8 mae mae PROPN fis-4838 281 9 , , PUNCT fis-4838 281 10 mape mape NOUN fis-4838 281 11 , , PUNCT fis-4838 281 12 and and CCONJ fis-4838 281 13 r2 r2 PROPN fis-4838 281 14 metrics metric NOUN fis-4838 281 15 are be AUX fis-4838 281 16 utilized utilize VERB fis-4838 281 17 , , PUNCT fis-4838 281 18 and and CCONJ fis-4838 281 19 tab tab NOUN fis-4838 281 20 . . PUNCT fis-4838 282 1 5 5 NUM fis-4838 282 2 contains contain VERB fis-4838 282 3 the the DET fis-4838 282 4 explanations explanation NOUN fis-4838 282 5 and and CCONJ fis-4838 282 6 equations equation NOUN fis-4838 282 7 for for ADP fis-4838 282 8 these these DET fis-4838 282 9 metrics metric NOUN fis-4838 282 10 . . PUNCT fis-4838 283 1 successful successful ADJ fis-4838 283 2 algorithms algorithm NOUN fis-4838 283 3 have have VERB fis-4838 283 4 lower low ADJ fis-4838 283 5 rmse rmse NOUN fis-4838 283 6 , , PUNCT fis-4838 283 7 mae mae PROPN fis-4838 283 8 , , PUNCT fis-4838 283 9 and and CCONJ fis-4838 283 10 mape mape NOUN fis-4838 283 11 values value NOUN fis-4838 283 12 than than ADP fis-4838 283 13 other other ADJ fis-4838 283 14 algorithms algorithm NOUN fis-4838 283 15 . . PUNCT fis-4838 284 1 the the DET fis-4838 284 2 r2 r2 PROPN fis-4838 284 3 measure measure NOUN fis-4838 284 4 has have VERB fis-4838 284 5 a a DET fis-4838 284 6 range range NOUN fis-4838 284 7 of of ADP fis-4838 284 8 values value NOUN fis-4838 284 9 from from ADP fis-4838 284 10 0 0 NUM fis-4838 284 11 to to ADP fis-4838 284 12 1 1 NUM fis-4838 284 13 . . PUNCT fis-4838 285 1 the the DET fis-4838 285 2 closer close ADJ fis-4838 285 3 r2 r2 NOUN fis-4838 285 4 is be AUX fis-4838 285 5 to to ADP fis-4838 285 6 1 1 NUM fis-4838 285 7 the the PRON fis-4838 285 8 better well ADJ fis-4838 285 9 the the DET fis-4838 285 10 algorithm algorithm NOUN fis-4838 285 11 's 's PART fis-4838 285 12 predictions prediction NOUN fis-4838 285 13 . . PUNCT fis-4838 286 1 each each PRON fis-4838 286 2 of of ADP fis-4838 286 3 these these DET fis-4838 286 4 measures measure NOUN fis-4838 286 5 may may AUX fis-4838 286 6 be be AUX fis-4838 286 7 utilized utilize VERB fis-4838 286 8 independently independently ADV fis-4838 286 9 to to PART fis-4838 286 10 identify identify VERB fis-4838 286 11 the the DET fis-4838 286 12 optimal optimal ADJ fis-4838 286 13 algorithm algorithm NOUN fis-4838 286 14 . . PUNCT fis-4838 287 1 from from ADP fis-4838 287 2 fig fig NOUN fis-4838 287 3 . . PUNCT fis-4838 288 1 7 7 NUM fis-4838 288 2 , , PUNCT fis-4838 288 3 in in ADP fis-4838 288 4 terms term NOUN fis-4838 288 5 of of ADP fis-4838 288 6 rmse rmse NOUN fis-4838 288 7 , , PUNCT fis-4838 288 8 ols ol NOUN fis-4838 288 9 ( ( PUNCT fis-4838 288 10 0.00434 0.00434 NUM fis-4838 288 11 ) ) PUNCT fis-4838 288 12 , , PUNCT fis-4838 288 13 dt dt X fis-4838 288 14 ( ( PUNCT fis-4838 288 15 0.00588 0.00588 NUM fis-4838 288 16 ) ) PUNCT fis-4838 288 17 , , PUNCT fis-4838 288 18 and and CCONJ fis-4838 288 19 svrlin svrlin PROPN fis-4838 288 20 ( ( PUNCT fis-4838 288 21 0.00669 0.00669 NUM fis-4838 288 22 ) ) PUNCT fis-4838 288 23 are be AUX fis-4838 288 24 the the DET fis-4838 288 25 three three NUM fis-4838 288 26 most most ADV fis-4838 288 27 successful successful ADJ fis-4838 288 28 algorithms algorithm NOUN fis-4838 288 29 . . PUNCT fis-4838 289 1 when when SCONJ fis-4838 289 2 comparing compare VERB fis-4838 289 3 numerical numerical ADJ fis-4838 289 4 outcomes outcome NOUN fis-4838 289 5 by by ADP fis-4838 289 6 mae mae PROPN fis-4838 289 7 , , PUNCT fis-4838 289 8 the the DET fis-4838 289 9 three three NUM fis-4838 289 10 most most ADV fis-4838 289 11 effective effective ADJ fis-4838 289 12 algorithms algorithm NOUN fis-4838 289 13 are be AUX fis-4838 289 14 dt dt PUNCT fis-4838 289 15 ( ( PUNCT fis-4838 289 16 0.00197 0.00197 NUM fis-4838 289 17 ) ) PUNCT fis-4838 289 18 , , PUNCT fis-4838 289 19 ols ol NOUN fis-4838 289 20 ( ( PUNCT fis-4838 289 21 0.00322 0.00322 NUM fis-4838 289 22 ) ) PUNCT fis-4838 289 23 , , PUNCT fis-4838 289 24 and and CCONJ fis-4838 289 25 svrlin svrlin PROPN fis-4838 289 26 ( ( PUNCT fis-4838 289 27 0 0 NUM fis-4838 289 28 . . NUM fis-4838 289 29 00499 00499 NUM fis-4838 289 30 ) ) PUNCT fis-4838 289 31 , , PUNCT fis-4838 289 32 respectively respectively ADV fis-4838 289 33 . . PUNCT fis-4838 290 1 when when SCONJ fis-4838 290 2 looking look VERB fis-4838 290 3 at at ADP fis-4838 290 4 the the DET fis-4838 290 5 numerical numerical ADJ fis-4838 290 6 findings finding NOUN fis-4838 290 7 for for ADP fis-4838 290 8 the the DET fis-4838 290 9 mape mape NOUN fis-4838 290 10 metric metric ADJ fis-4838 290 11 , , PUNCT fis-4838 290 12 the the DET fis-4838 290 13 three three NUM fis-4838 290 14 most most ADV fis-4838 290 15 effective effective ADJ fis-4838 290 16 algorithms algorithm NOUN fis-4838 290 17 are be AUX fis-4838 290 18 dt dt PUNCT fis-4838 290 19 ( ( PUNCT fis-4838 290 20 0.00813 0.00813 NUM fis-4838 290 21 ) ) PUNCT fis-4838 290 22 , , PUNCT fis-4838 290 23 ols ol NOUN fis-4838 290 24 ( ( PUNCT fis-4838 290 25 0.01167 0.01167 NUM fis-4838 290 26 ) ) PUNCT fis-4838 290 27 , , PUNCT fis-4838 290 28 and and CCONJ fis-4838 290 29 svrlin svrlin PROPN fis-4838 290 30 ( ( PUNCT fis-4838 290 31 0.01742 0.01742 NUM fis-4838 290 32 ) ) PUNCT fis-4838 290 33 , , PUNCT fis-4838 290 34 in in ADP fis-4838 290 35 that that DET fis-4838 290 36 order order NOUN fis-4838 290 37 . . PUNCT fis-4838 291 1 ols ol NOUN fis-4838 291 2 ( ( PUNCT fis-4838 291 3 0.95641 0.95641 NUM fis-4838 291 4 ) ) PUNCT fis-4838 291 5 , , PUNCT fis-4838 291 6 svrpoly svrpoly NOUN fis-4838 291 7 ( ( PUNCT fis-4838 291 8 0.95641 0.95641 NUM fis-4838 291 9 ) ) PUNCT fis-4838 291 10 , , PUNCT fis-4838 291 11 and and CCONJ fis-4838 291 12 dt dt X fis-4838 291 13 ( ( PUNCT fis-4838 291 14 0.94925 0.94925 NUM fis-4838 291 15 ) ) PUNCT fis-4838 291 16 are be AUX fis-4838 291 17 the the DET fis-4838 291 18 three three NUM fis-4838 291 19 most most ADV fis-4838 291 20 effective effective ADJ fis-4838 291 21 algorithms algorithm NOUN fis-4838 291 22 when when SCONJ fis-4838 291 23 it it PRON fis-4838 291 24 comes come VERB fis-4838 291 25 to to ADP fis-4838 291 26 r2 r2 PROPN fis-4838 291 27 value value NOUN fis-4838 291 28 . . PUNCT fis-4838 292 1 to to PART fis-4838 292 2 evaluate evaluate VERB fis-4838 292 3 how how SCONJ fis-4838 292 4 the the DET fis-4838 292 5 algorithms algorithm NOUN fis-4838 292 6 operate operate VERB fis-4838 292 7 for for ADP fis-4838 292 8 intermediate intermediate ADJ fis-4838 292 9 values value NOUN fis-4838 292 10 when when SCONJ fis-4838 292 11 the the DET fis-4838 292 12 numerical numerical ADJ fis-4838 292 13 results result NOUN fis-4838 292 14 were be AUX fis-4838 292 15 not not PART fis-4838 292 16 tested test VERB fis-4838 292 17 , , PUNCT fis-4838 292 18 the the DET fis-4838 292 19 mla mla PROPN fis-4838 292 20 results result NOUN fis-4838 292 21 were be AUX fis-4838 292 22 compared compare VERB fis-4838 292 23 to to ADP fis-4838 292 24 the the DET fis-4838 292 25 analytical analytical ADJ fis-4838 292 26 modelling modelling NOUN fis-4838 292 27 . . PUNCT fis-4838 293 1 the the DET fis-4838 293 2 r2 r2 PROPN fis-4838 293 3 values value NOUN fis-4838 293 4 achieved achieve VERB fis-4838 293 5 using use VERB fis-4838 293 6 mla mla NOUN fis-4838 293 7 are be AUX fis-4838 293 8 greater great ADJ fis-4838 293 9 than than ADP fis-4838 293 10 those those PRON fis-4838 293 11 obtained obtain VERB fis-4838 293 12 by by ADP fis-4838 293 13 the the DET fis-4838 293 14 analytical analytical ADJ fis-4838 293 15 modelling modelling NOUN fis-4838 293 16 , , PUNCT fis-4838 293 17 according accord VERB fis-4838 293 18 to to ADP fis-4838 293 19 the the DET fis-4838 293 20 numerical numerical ADJ fis-4838 293 21 data data PROPN fis-4838 293 22 . . PUNCT fis-4838 294 1 after after ADP fis-4838 294 2 comparing compare VERB fis-4838 294 3 the the DET fis-4838 294 4 algorithms algorithm NOUN fis-4838 294 5 analytically analytically ADV fis-4838 294 6 , , PUNCT fis-4838 294 7 the the DET fis-4838 294 8 svrrbf svrrbf PROPN fis-4838 294 9 and and CCONJ fis-4838 294 10 ridge ridge PROPN fis-4838 294 11 a. a. PROPN fis-4838 294 12 aabid aabid PROPN fis-4838 294 13 et et PROPN fis-4838 294 14 alii alii PROPN fis-4838 294 15 , , PUNCT fis-4838 294 16 frattura frattura PROPN fis-4838 294 17 ed ed PROPN fis-4838 294 18 integrità integrità PROPN fis-4838 294 19 strutturale strutturale PROPN fis-4838 294 20 , , PUNCT fis-4838 294 21 68 68 NUM fis-4838 294 22 ( ( PUNCT fis-4838 294 23 2024 2024 NUM fis-4838 294 24 ) ) PUNCT fis-4838 294 25 310 310 NUM fis-4838 294 26 - - SYM fis-4838 294 27 324 324 NUM fis-4838 294 28 ; ; PUNCT fis-4838 294 29 doi doi NOUN fis-4838 294 30 : : PUNCT fis-4838 294 31 10.3221 10.3221 NUM fis-4838 294 32 / / SYM fis-4838 294 33 igf igf PROPN fis-4838 294 34 - - ADJ fis-4838 294 35 esis.68.21 esis.68.21 PROPN fis-4838 294 36 322 322 NUM fis-4838 294 37 algorithms algorithm NOUN fis-4838 294 38 perform perform VERB fis-4838 294 39 poorly poorly ADV fis-4838 294 40 in in ADP fis-4838 294 41 the the DET fis-4838 294 42 intermediate intermediate ADJ fis-4838 294 43 value value NOUN fis-4838 294 44 estimation estimation NOUN fis-4838 294 45 without without ADP fis-4838 294 46 numerical numerical ADJ fis-4838 294 47 input input NOUN fis-4838 294 48 . . PUNCT fis-4838 295 1 the the DET fis-4838 295 2 fact fact NOUN fis-4838 295 3 that that SCONJ fis-4838 295 4 dt dt PROPN fis-4838 295 5 and and CCONJ fis-4838 295 6 ols ol NOUN fis-4838 295 7 rank rank NOUN fis-4838 295 8 top top NOUN fis-4838 295 9 in in ADP fis-4838 295 10 all all DET fis-4838 295 11 comparisons comparison NOUN fis-4838 295 12 indicates indicate VERB fis-4838 295 13 that that SCONJ fis-4838 295 14 this this DET fis-4838 295 15 algorithm algorithm NOUN fis-4838 295 16 exceeds exceed VERB fis-4838 295 17 the the DET fis-4838 295 18 others other NOUN fis-4838 295 19 in in ADP fis-4838 295 20 terms term NOUN fis-4838 295 21 of of ADP fis-4838 295 22 regression regression NOUN fis-4838 295 23 performance performance NOUN fis-4838 295 24 in in ADP fis-4838 295 25 both both CCONJ fis-4838 295 26 numerical numerical ADJ fis-4838 295 27 and and CCONJ fis-4838 295 28 analytical analytical ADJ fis-4838 295 29 comparisons comparison NOUN fis-4838 295 30 . . PUNCT fis-4838 296 1 but but CCONJ fis-4838 296 2 svmsigm svmsigm PROPN fis-4838 296 3 was be AUX fis-4838 296 4 the the DET fis-4838 296 5 worst worst ADV fis-4838 296 6 - - PUNCT fis-4838 296 7 performing perform VERB fis-4838 296 8 algorithm algorithm NOUN fis-4838 296 9 across across ADP fis-4838 296 10 all all DET fis-4838 296 11 metrics metric NOUN fis-4838 296 12 in in ADP fis-4838 296 13 both both DET fis-4838 296 14 tests test NOUN fis-4838 296 15 . . PUNCT fis-4838 297 1 indeed indeed ADV fis-4838 297 2 , , PUNCT fis-4838 297 3 this this PRON fis-4838 297 4 has have AUX fis-4838 297 5 been be AUX fis-4838 297 6 shown show VERB fis-4838 297 7 by by ADP fis-4838 297 8 balcıoglu balcıoglu NOUN fis-4838 297 9 and and CCONJ fis-4838 297 10 seckin seckin ADJ fis-4838 298 1 [ [ X fis-4838 298 2 34 34 NUM fis-4838 298 3 ] ] PUNCT fis-4838 298 4 . . PUNCT fis-4838 299 1 machine machine NOUN fis-4838 299 2 learning learning NOUN fis-4838 299 3 model model NOUN fis-4838 299 4 evaluation evaluation NOUN fis-4838 299 5 metrics metric NOUN fis-4838 299 6 rmse rmse PROPN fis-4838 299 7 mae mae PROPN fis-4838 299 8 mape mape PROPN fis-4838 299 9 r2 r2 PROPN fis-4838 299 10 ols ols PROPN fis-4838 299 11 0.00434 0.00434 NUM fis-4838 299 12 0.00322 0.00322 NUM fis-4838 299 13 0.01167 0.01167 NUM fis-4838 299 14 0.95641 0.95641 NUM fis-4838 299 15 ridge ridge NOUN fis-4838 299 16 0.01316 0.01316 NUM fis-4838 299 17 0.00885 0.00885 NUM fis-4838 299 18 0.03373 0.03373 NUM fis-4838 299 19 0.80159 0.80159 NUM fis-4838 299 20 svr svr PROPN fis-4838 299 21 linear linear VERB fis-4838 299 22 0.00669 0.00669 NUM fis-4838 299 23 0.00499 0.00499 NUM fis-4838 299 24 0.01742 0.01742 NUM fis-4838 299 25 0.91120 0.91120 NUM fis-4838 299 26 svr svr PROPN fis-4838 299 27 poly poly VERB fis-4838 299 28 0.00750 0.00750 NUM fis-4838 299 29 0.00598 0.00598 NUM fis-4838 299 30 0.02148 0.02148 NUM fis-4838 299 31 0.94653 0.94653 NUM fis-4838 299 32 svr svr PROPN fis-4838 299 33 rbf rbf PROPN fis-4838 299 34 0.01726 0.01726 NUM fis-4838 299 35 0.01030 0.01030 NUM fis-4838 299 36 0.03990 0.03990 NUM fis-4838 299 37 0.84763 0.84763 NUM fis-4838 299 38 svr svr PROPN fis-4838 299 39 sigm sigm NOUN fis-4838 299 40 0.02068 0.02068 NUM fis-4838 299 41 0.01272 0.01272 NUM fis-4838 299 42 0.04922 0.04922 NUM fis-4838 299 43 0.07797 0.07797 NUM fis-4838 299 44 knn knn PROPN fis-4838 299 45 0.00901 0.00901 VERB fis-4838 299 46 0.00564 0.00564 NUM fis-4838 299 47 0.02137 0.02137 NUM fis-4838 299 48 0.94137 0.94137 NUM fis-4838 299 49 dt dt NOUN fis-4838 299 50 0.00588 0.00588 NUM fis-4838 299 51 0.00197 0.00197 NUM fis-4838 299 52 0.00813 0.00813 NUM fis-4838 299 53 0.94925 0.94925 NUM fis-4838 299 54 table table NOUN fis-4838 299 55 9 9 NUM fis-4838 299 56 . . PUNCT fis-4838 299 57 evaluation evaluation NOUN fis-4838 299 58 metrics metric NOUN fis-4838 299 59 for for ADP fis-4838 299 60 machine machine NOUN fis-4838 299 61 learning learn VERB fis-4838 299 62 techniques technique NOUN fis-4838 299 63 for for ADP fis-4838 299 64 crack crack NOUN fis-4838 299 65 length length NOUN fis-4838 299 66 a a DET fis-4838 299 67 = = NUM fis-4838 299 68 10 10 NUM fis-4838 299 69 mm mm NOUN fis-4838 299 70 . . PUNCT fis-4838 300 1 the the DET fis-4838 300 2 error error NOUN fis-4838 300 3 percentages percentage NOUN fis-4838 300 4 and and CCONJ fis-4838 300 5 convergence convergence NOUN fis-4838 300 6 coefficients coefficient NOUN fis-4838 300 7 were be AUX fis-4838 300 8 evaluated evaluate VERB fis-4838 300 9 in in ADP fis-4838 300 10 the the DET fis-4838 300 11 simulation simulation NOUN fis-4838 300 12 conducted conduct VERB fis-4838 300 13 to to PART fis-4838 300 14 compute compute VERB fis-4838 300 15 the the DET fis-4838 300 16 normalized normalize VERB fis-4838 300 17 sif sif ADJ fis-4838 300 18 values value NOUN fis-4838 300 19 of of ADP fis-4838 300 20 the the DET fis-4838 300 21 isotropic isotropic ADJ fis-4838 300 22 material material NOUN fis-4838 300 23 . . PUNCT fis-4838 301 1 the the DET fis-4838 301 2 analytical analytical ADJ fis-4838 301 3 modelling modelling NOUN fis-4838 301 4 and and CCONJ fis-4838 301 5 ml ml ADP fis-4838 301 6 algorithms algorithm NOUN fis-4838 301 7 were be AUX fis-4838 301 8 employed employ VERB fis-4838 301 9 , , PUNCT fis-4838 301 10 and and CCONJ fis-4838 301 11 the the DET fis-4838 301 12 comparison comparison NOUN fis-4838 301 13 results result NOUN fis-4838 301 14 are be AUX fis-4838 301 15 presented present VERB fis-4838 301 16 in in ADP fis-4838 301 17 tab tab NOUN fis-4838 301 18 . . PUNCT fis-4838 302 1 10 10 NUM fis-4838 302 2 . . PUNCT fis-4838 302 3 previous previous ADJ fis-4838 302 4 studies study NOUN fis-4838 302 5 reported report VERB fis-4838 302 6 a a DET fis-4838 302 7 percentage percentage NOUN fis-4838 302 8 error error NOUN fis-4838 302 9 of of ADP fis-4838 302 10 up up ADP fis-4838 302 11 to to PART fis-4838 302 12 9.36 9.36 NUM fis-4838 302 13 % % NOUN fis-4838 302 14 for for ADP fis-4838 302 15 analytical analytical ADJ fis-4838 302 16 modelling modelling NOUN fis-4838 302 17 , , PUNCT fis-4838 302 18 whereas whereas SCONJ fis-4838 302 19 the the DET fis-4838 302 20 current current ADJ fis-4838 302 21 study study NOUN fis-4838 302 22 demonstrates demonstrate VERB fis-4838 302 23 a a DET fis-4838 302 24 percentage percentage NOUN fis-4838 302 25 error error NOUN fis-4838 302 26 of of ADP fis-4838 302 27 approximately approximately ADV fis-4838 302 28 4.05 4.05 NUM fis-4838 302 29 % % NOUN fis-4838 302 30 . . PUNCT fis-4838 303 1 hence hence ADV fis-4838 303 2 , , PUNCT fis-4838 303 3 the the DET fis-4838 303 4 analytical analytical ADJ fis-4838 303 5 model model NOUN fis-4838 303 6 used use VERB fis-4838 303 7 in in ADP fis-4838 303 8 predicting predict VERB fis-4838 303 9 the the DET fis-4838 303 10 sifs sif NOUN fis-4838 303 11 of of ADP fis-4838 303 12 cracked crack VERB fis-4838 303 13 aluminium aluminium NOUN fis-4838 303 14 plates plate NOUN fis-4838 303 15 is be AUX fis-4838 303 16 consistent consistent ADJ fis-4838 303 17 with with ADP fis-4838 303 18 prior prior ADJ fis-4838 303 19 research research NOUN fis-4838 303 20 . . PUNCT fis-4838 304 1 furthermore furthermore ADV fis-4838 304 2 , , PUNCT fis-4838 304 3 previous previous ADJ fis-4838 304 4 investigations investigation NOUN fis-4838 304 5 on on ADP fis-4838 304 6 the the DET fis-4838 304 7 sifs sif NOUN fis-4838 304 8 of of ADP fis-4838 304 9 cracked crack VERB fis-4838 304 10 plates plate NOUN fis-4838 304 11 using use VERB fis-4838 304 12 numerical numerical ADJ fis-4838 304 13 approaches approach NOUN fis-4838 304 14 such such ADJ fis-4838 304 15 as as ADP fis-4838 304 16 analytical analytical ADJ fis-4838 304 17 modelling modelling NOUN fis-4838 304 18 and and CCONJ fis-4838 304 19 ml ml ADP fis-4838 304 20 algorithms algorithm NOUN fis-4838 304 21 revealed reveal VERB fis-4838 304 22 a a DET fis-4838 304 23 minimum minimum ADJ fis-4838 304 24 convergence convergence NOUN fis-4838 304 25 error error NOUN fis-4838 304 26 of of ADP fis-4838 304 27 7.45 7.45 NUM fis-4838 304 28 % % NOUN fis-4838 304 29 . . PUNCT fis-4838 305 1 interestingly interestingly ADV fis-4838 305 2 , , PUNCT fis-4838 305 3 no no DET fis-4838 305 4 comparative comparative ADJ fis-4838 305 5 study study NOUN fis-4838 305 6 was be AUX fis-4838 305 7 found find VERB fis-4838 305 8 that that SCONJ fis-4838 305 9 combined combine VERB fis-4838 305 10 the the DET fis-4838 305 11 analytical analytical ADJ fis-4838 305 12 modelling modelling NOUN fis-4838 305 13 and and CCONJ fis-4838 305 14 ml ml ADP fis-4838 305 15 algorithms algorithm NOUN fis-4838 305 16 to to PART fis-4838 305 17 estimate estimate VERB fis-4838 305 18 the the DET fis-4838 305 19 sifs sif NOUN fis-4838 305 20 of of ADP fis-4838 305 21 cracked crack VERB fis-4838 305 22 aluminium aluminium NOUN fis-4838 305 23 plates plate NOUN fis-4838 305 24 . . PUNCT fis-4838 306 1 some some DET fis-4838 306 2 research research NOUN fis-4838 306 3 employed employ VERB fis-4838 306 4 the the DET fis-4838 306 5 correlation correlation NOUN fis-4838 306 6 coefficient coefficient NOUN fis-4838 306 7 to to PART fis-4838 306 8 express express VERB fis-4838 306 9 the the DET fis-4838 306 10 convergence convergence NOUN fis-4838 306 11 between between ADP fis-4838 306 12 experimental experimental ADJ fis-4838 306 13 and and CCONJ fis-4838 306 14 predicted predict VERB fis-4838 306 15 results result NOUN fis-4838 306 16 , , PUNCT fis-4838 306 17 where where SCONJ fis-4838 306 18 an an DET fis-4838 306 19 r2 r2 NOUN fis-4838 306 20 value value NOUN fis-4838 306 21 of of ADP fis-4838 306 22 0.95 0.95 NUM fis-4838 306 23 is be AUX fis-4838 306 24 considered consider VERB fis-4838 306 25 the the DET fis-4838 306 26 highest high ADJ fis-4838 306 27 correlation correlation NOUN fis-4838 306 28 coefficient coefficient NOUN fis-4838 306 29 found find VERB fis-4838 306 30 for for ADP fis-4838 306 31 calculating calculate VERB fis-4838 306 32 and and CCONJ fis-4838 306 33 estimating estimate VERB fis-4838 306 34 fracture fracture ADJ fis-4838 306 35 toughness toughness NOUN fis-4838 306 36 . . PUNCT fis-4838 307 1 in in ADP fis-4838 307 2 this this DET fis-4838 307 3 context context NOUN fis-4838 307 4 , , PUNCT fis-4838 307 5 the the DET fis-4838 307 6 estimated estimate VERB fis-4838 307 7 fracture fracture ADJ fis-4838 307 8 toughness toughness NOUN fis-4838 307 9 values value NOUN fis-4838 307 10 obtained obtain VERB fis-4838 307 11 through through ADP fis-4838 307 12 the the DET fis-4838 307 13 ml ml PROPN fis-4838 307 14 algorithms algorithms PROPN fis-4838 307 15 technique technique NOUN fis-4838 307 16 exhibit exhibit NOUN fis-4838 307 17 error error NOUN fis-4838 307 18 percentage percentage NOUN fis-4838 307 19 and and CCONJ fis-4838 307 20 correlation correlation NOUN fis-4838 307 21 coefficient coefficient NOUN fis-4838 307 22 values value NOUN fis-4838 307 23 comparable comparable ADJ fis-4838 307 24 to to ADP fis-4838 307 25 those those PRON fis-4838 307 26 reported report VERB fis-4838 307 27 in in ADP fis-4838 307 28 the the DET fis-4838 307 29 literature literature NOUN fis-4838 307 30 , , PUNCT fis-4838 307 31 given give VERB fis-4838 307 32 the the DET fis-4838 307 33 scarcity scarcity NOUN fis-4838 307 34 of of ADP fis-4838 307 35 sif sif NOUN fis-4838 307 36 values value NOUN fis-4838 307 37 for for ADP fis-4838 307 38 comparison comparison NOUN fis-4838 307 39 . . PUNCT fis-4838 308 1 s. s. PROPN fis-4838 308 2 no no INTJ fis-4838 308 3 . . PUNCT fis-4838 309 1 analytical analytical ADJ fis-4838 309 2 modelling modelling NOUN fis-4838 309 3 ml ml ADP fis-4838 309 4 algorithms algorithm NOUN fis-4838 309 5 r2 r2 NOUN fis-4838 309 6 references reference NOUN fis-4838 309 7 error error NOUN fis-4838 309 8 percentage percentage NOUN fis-4838 309 9 ( ( PUNCT fis-4838 309 10 % % NOUN fis-4838 309 11 ) ) PUNCT fis-4838 309 12 1 1 NUM fis-4838 309 13 9.36 9.36 NUM fis-4838 309 14 abuzaid abuzaid VERB fis-4838 309 15 et et PROPN fis-4838 309 16 al al PROPN fis-4838 309 17 . . PUNCT fis-4838 310 1 [ [ X fis-4838 310 2 37 37 NUM fis-4838 310 3 ] ] SYM fis-4838 310 4 2 2 NUM fis-4838 310 5 7.45 7.45 NUM fis-4838 310 6 0.95 0.95 NUM fis-4838 310 7 balcıoglu balcıoglu NOUN fis-4838 310 8 and and CCONJ fis-4838 310 9 seckin seckin ADJ fis-4838 310 10 , , PUNCT fis-4838 310 11 [ [ X fis-4838 310 12 34 34 NUM fis-4838 310 13 ] ] SYM fis-4838 310 14 3 3 NUM fis-4838 310 15 4.05 4.05 NUM fis-4838 310 16 7.03 7.03 NUM fis-4838 310 17 0.95 0.95 NUM fis-4838 310 18 current current ADJ fis-4838 310 19 study study NOUN fis-4838 310 20 table table NOUN fis-4838 310 21 10 10 NUM fis-4838 310 22 . . PUNCT fis-4838 311 1 comparison comparison NOUN fis-4838 311 2 of of ADP fis-4838 311 3 error error NOUN fis-4838 311 4 rates rate NOUN fis-4838 311 5 of of ADP fis-4838 311 6 fracture fracture ADJ fis-4838 311 7 toughness toughness NOUN fis-4838 311 8 and and CCONJ fis-4838 311 9 sif sif NOUN fis-4838 311 10 values value NOUN fis-4838 311 11 obtained obtain VERB fis-4838 311 12 using use VERB fis-4838 311 13 the the DET fis-4838 311 14 fe fe NOUN fis-4838 311 15 method method NOUN fis-4838 311 16 , , PUNCT fis-4838 311 17 analytical analytical ADJ fis-4838 311 18 modelling modelling NOUN fis-4838 311 19 , , PUNCT fis-4838 311 20 and and CCONJ fis-4838 311 21 ml ml ADP fis-4838 311 22 algorithms algorithm NOUN fis-4838 311 23 . . PUNCT fis-4838 312 1 conclusion conclusion NOUN fis-4838 312 2 n n DET fis-4838 312 3 conclusion conclusion NOUN fis-4838 312 4 , , PUNCT fis-4838 312 5 this this DET fis-4838 312 6 study study NOUN fis-4838 312 7 delves delve VERB fis-4838 312 8 into into ADP fis-4838 312 9 a a DET fis-4838 312 10 comprehensive comprehensive ADJ fis-4838 312 11 analysis analysis NOUN fis-4838 312 12 of of ADP fis-4838 312 13 bonded bond VERB fis-4838 312 14 composite composite ADJ fis-4838 312 15 repair repair NOUN fis-4838 312 16 , , PUNCT fis-4838 312 17 considering consider VERB fis-4838 312 18 a a DET fis-4838 312 19 multitude multitude NOUN fis-4838 312 20 of of ADP fis-4838 312 21 parameters parameter NOUN fis-4838 312 22 and and CCONJ fis-4838 312 23 employing employ VERB fis-4838 312 24 both both CCONJ fis-4838 312 25 analytical analytical ADJ fis-4838 312 26 modelling modelling NOUN fis-4838 312 27 and and CCONJ fis-4838 312 28 ml ml ADP fis-4838 312 29 algorithms algorithm NOUN fis-4838 312 30 . . PUNCT fis-4838 313 1 the the DET fis-4838 313 2 investigation investigation NOUN fis-4838 313 3 focused focus VERB fis-4838 313 4 on on ADP fis-4838 313 5 the the DET fis-4838 313 6 fracture fracture ADJ fis-4838 313 7 behavior behavior NOUN fis-4838 313 8 of of ADP fis-4838 313 9 bonded bond VERB fis-4838 313 10 reinforced reinforce VERB fis-4838 313 11 composites composite NOUN fis-4838 313 12 under under ADP fis-4838 313 13 loading loading NOUN fis-4838 313 14 conditions condition NOUN fis-4838 313 15 , , PUNCT fis-4838 313 16 specifically specifically ADV fis-4838 313 17 examining examine VERB fis-4838 313 18 the the DET fis-4838 313 19 normalized normalize VERB fis-4838 313 20 sifs sif NOUN fis-4838 313 21 of of ADP fis-4838 313 22 a a DET fis-4838 313 23 center center NOUN fis-4838 313 24 - - PUNCT fis-4838 313 25 cracked crack VERB fis-4838 313 26 plate plate NOUN fis-4838 313 27 . . PUNCT fis-4838 314 1 the the DET fis-4838 314 2 results result NOUN fis-4838 314 3 indicated indicate VERB fis-4838 314 4 that that SCONJ fis-4838 314 5 ml ml ADP fis-4838 314 6 algorithms algorithm NOUN fis-4838 314 7 , , PUNCT fis-4838 314 8 particularly particularly ADV fis-4838 314 9 dt dt PROPN fis-4838 314 10 , , PUNCT fis-4838 314 11 ols ol NOUN fis-4838 314 12 , , PUNCT fis-4838 314 13 and and CCONJ fis-4838 314 14 svrlin svrlin PROPN fis-4838 314 15 , , PUNCT fis-4838 314 16 demonstrated demonstrate VERB fis-4838 314 17 satisfactory satisfactory ADJ fis-4838 314 18 performance performance NOUN fis-4838 314 19 in in ADP fis-4838 314 20 predicting predict VERB fis-4838 314 21 normalized normalize VERB fis-4838 314 22 sifs sif NOUN fis-4838 314 23 . . PUNCT fis-4838 315 1 the the DET fis-4838 315 2 impact impact NOUN fis-4838 315 3 of of ADP fis-4838 315 4 the the DET fis-4838 315 5 bonded bond VERB fis-4838 315 6 composite composite ADJ fis-4838 315 7 patch patch NOUN fis-4838 315 8 on on ADP fis-4838 315 9 cracked crack VERB fis-4838 315 10 aluminium aluminium NOUN fis-4838 315 11 structures structure NOUN fis-4838 315 12 was be AUX fis-4838 315 13 shown show VERB fis-4838 315 14 to to PART fis-4838 315 15 enhance enhance VERB fis-4838 315 16 fracture fracture NOUN fis-4838 315 17 strength strength NOUN fis-4838 315 18 , , PUNCT fis-4838 315 19 with with ADP fis-4838 315 20 the the DET fis-4838 315 21 maximum maximum ADJ fis-4838 315 22 reduction reduction NOUN fis-4838 315 23 in in ADP fis-4838 315 24 normalized normalize VERB fis-4838 315 25 sif sif ADJ fis-4838 315 26 values value NOUN fis-4838 315 27 observed observe VERB fis-4838 315 28 at at ADP fis-4838 315 29 a a DET fis-4838 315 30 crack crack NOUN fis-4838 315 31 length length NOUN fis-4838 315 32 of of ADP fis-4838 315 33 15 15 NUM fis-4838 315 34 mm mm NOUN fis-4838 315 35 . . PUNCT fis-4838 316 1 additionally additionally ADV fis-4838 316 2 , , PUNCT fis-4838 316 3 the the DET fis-4838 316 4 study study NOUN fis-4838 316 5 explored explore VERB fis-4838 316 6 the the DET fis-4838 316 7 effects effect NOUN fis-4838 316 8 of of ADP fis-4838 316 9 composite composite ADJ fis-4838 316 10 patch patch NOUN fis-4838 316 11 dimensions dimension NOUN fis-4838 316 12 and and CCONJ fis-4838 316 13 adhesive adhesive ADJ fis-4838 316 14 bond bond NOUN fis-4838 316 15 properties property NOUN fis-4838 316 16 on on ADP fis-4838 316 17 sifs sif NOUN fis-4838 316 18 , , PUNCT fis-4838 316 19 providing provide VERB fis-4838 316 20 valuable valuable ADJ fis-4838 316 21 insights insight NOUN fis-4838 316 22 into into ADP fis-4838 316 23 the the DET fis-4838 316 24 optimization optimization NOUN fis-4838 316 25 of of ADP fis-4838 316 26 bonded bond VERB fis-4838 316 27 composite composite ADJ fis-4838 316 28 repairs repair NOUN fis-4838 316 29 . . PUNCT fis-4838 317 1 furthermore furthermore ADV fis-4838 317 2 , , PUNCT fis-4838 317 3 the the DET fis-4838 317 4 error error NOUN fis-4838 317 5 performance performance NOUN fis-4838 317 6 metrics metric NOUN fis-4838 317 7 , , PUNCT fis-4838 317 8 including include VERB fis-4838 317 9 rmse rmse PROPN fis-4838 317 10 , , PUNCT fis-4838 317 11 mae mae PROPN fis-4838 317 12 , , PUNCT fis-4838 317 13 mape mape NOUN fis-4838 317 14 , , PUNCT fis-4838 317 15 and and CCONJ fis-4838 317 16 r2 r2 PROPN fis-4838 317 17 , , PUNCT fis-4838 317 18 were be AUX fis-4838 317 19 employed employ VERB fis-4838 317 20 to to PART fis-4838 317 21 evaluate evaluate VERB fis-4838 317 22 the the DET fis-4838 317 23 accuracy accuracy NOUN fis-4838 317 24 of of ADP fis-4838 317 25 the the DET fis-4838 317 26 ml ml NOUN fis-4838 317 27 algorithms algorithm NOUN fis-4838 317 28 . . PUNCT fis-4838 318 1 the the DET fis-4838 318 2 results result NOUN fis-4838 318 3 showed show VERB fis-4838 318 4 that that SCONJ fis-4838 318 5 dt dt PROPN fis-4838 318 6 , , PUNCT fis-4838 318 7 ols ol NOUN fis-4838 318 8 , , PUNCT fis-4838 318 9 and and CCONJ fis-4838 318 10 svrlin svrlin PROPN fis-4838 318 11 exhibited exhibit VERB fis-4838 318 12 superior superior ADJ fis-4838 318 13 performance performance NOUN fis-4838 318 14 across across ADP fis-4838 318 15 various various ADJ fis-4838 318 16 metrics metric NOUN fis-4838 318 17 . . PUNCT fis-4838 319 1 this this DET fis-4838 319 2 work work NOUN fis-4838 319 3 contributes contribute VERB fis-4838 319 4 to to ADP fis-4838 319 5 the the DET fis-4838 319 6 bonded bond VERB fis-4838 319 7 composite composite ADJ fis-4838 319 8 repair repair NOUN fis-4838 319 9 considering consider VERB fis-4838 319 10 a a DET fis-4838 319 11 comprehensive comprehensive ADJ fis-4838 319 12 analysis analysis NOUN fis-4838 319 13 that that PRON fis-4838 319 14 combines combine VERB fis-4838 319 15 analytical analytical ADJ fis-4838 319 16 modelling modelling NOUN fis-4838 319 17 and and CCONJ fis-4838 319 18 ml ml ADP fis-4838 319 19 techniques technique NOUN fis-4838 319 20 . . PUNCT fis-4838 320 1 the the DET fis-4838 320 2 findings finding NOUN fis-4838 320 3 provide provide VERB fis-4838 320 4 guidance guidance NOUN fis-4838 320 5 for for ADP fis-4838 320 6 optimizing optimize VERB fis-4838 320 7 the the DET fis-4838 320 8 design design NOUN fis-4838 320 9 of of ADP fis-4838 320 10 bonded bond VERB fis-4838 320 11 composite composite ADJ fis-4838 320 12 repairs repair NOUN fis-4838 320 13 in in ADP fis-4838 320 14 cracked crack VERB fis-4838 320 15 thin thin ADJ fis-4838 320 16 - - PUNCT fis-4838 320 17 walled walled ADJ fis-4838 320 18 structures structure NOUN fis-4838 320 19 . . PUNCT fis-4838 321 1 i i PRON fis-4838 321 2 a. a. NOUN fis-4838 321 3 aabid aabid PROPN fis-4838 321 4 et et PROPN fis-4838 321 5 alii alii PROPN fis-4838 321 6 , , PUNCT fis-4838 321 7 frattura frattura PROPN fis-4838 321 8 ed ed PROPN fis-4838 321 9 integrità integrità PROPN fis-4838 321 10 strutturale strutturale PROPN fis-4838 321 11 , , PUNCT fis-4838 321 12 68 68 NUM fis-4838 321 13 ( ( PUNCT fis-4838 321 14 2024 2024 NUM fis-4838 321 15 ) ) PUNCT fis-4838 321 16 310 310 NUM fis-4838 321 17 - - SYM fis-4838 321 18 324 324 NUM fis-4838 321 19 ; ; PUNCT fis-4838 321 20 doi doi NOUN fis-4838 321 21 : : PUNCT fis-4838 321 22 10.3221 10.3221 NUM fis-4838 321 23 / / SYM fis-4838 321 24 igf igf PROPN fis-4838 321 25 - - ADJ fis-4838 321 26 esis.68.21 esis.68.21 ADJ fis-4838 321 27 323 323 NUM fis-4838 321 28 acknowledgement acknowledgement NOUN fis-4838 321 29 his his PRON fis-4838 321 30 research research NOUN fis-4838 321 31 was be AUX fis-4838 321 32 supported support VERB fis-4838 321 33 by by ADP fis-4838 321 34 the the DET fis-4838 321 35 ministry ministry PROPN fis-4838 321 36 of of ADP fis-4838 321 37 education education PROPN fis-4838 321 38 of of ADP fis-4838 321 39 malaysia malaysia PROPN fis-4838 321 40 ( ( PUNCT fis-4838 321 41 moe moe NOUN fis-4838 321 42 ) ) PUNCT fis-4838 321 43 through through ADP fis-4838 321 44 the the DET fis-4838 321 45 fundamental fundamental ADJ fis-4838 321 46 research research NOUN fis-4838 321 47 grant grant NOUN fis-4838 321 48 scheme scheme NOUN fis-4838 321 49 ( ( PUNCT fis-4838 321 50 frgs/1/2021 frgs/1/2021 NOUN fis-4838 321 51 / / SYM fis-4838 321 52 tk0 tk0 NOUN fis-4838 321 53 / / SYM fis-4838 321 54 uiam/01/5 uiam/01/5 PROPN fis-4838 321 55 ) ) PUNCT fis-4838 321 56 . . PUNCT fis-4838 322 1 also also ADV fis-4838 322 2 , , PUNCT fis-4838 322 3 the the DET fis-4838 322 4 authors author NOUN fis-4838 322 5 acknowledge acknowledge VERB fis-4838 322 6 the the DET fis-4838 322 7 support support NOUN fis-4838 322 8 of of ADP fis-4838 322 9 the the DET fis-4838 322 10 structures structure NOUN fis-4838 322 11 and and CCONJ fis-4838 322 12 materials material NOUN fis-4838 322 13 ( ( PUNCT fis-4838 322 14 s&m s&m PROPN fis-4838 322 15 ) ) PUNCT fis-4838 322 16 research research NOUN fis-4838 322 17 lab lab NOUN fis-4838 322 18 of of ADP fis-4838 322 19 prince prince PROPN fis-4838 322 20 sultan sultan PROPN fis-4838 322 21 university university PROPN fis-4838 322 22 . . PUNCT fis-4838 323 1 conflicts conflict NOUN fis-4838 323 2 of of ADP fis-4838 323 3 interest interest NOUN fis-4838 323 4 he he PRON fis-4838 323 5 authors author NOUN fis-4838 323 6 declare declare VERB fis-4838 323 7 no no DET fis-4838 323 8 conflict conflict NOUN fis-4838 323 9 of of ADP fis-4838 323 10 interest interest NOUN fis-4838 323 11 . . PUNCT fis-4838 324 1 availability availability NOUN fis-4838 324 2 of of ADP fis-4838 324 3 data datum NOUN fis-4838 324 4 and and CCONJ fis-4838 324 5 materials material NOUN fis-4838 324 6 he he PRON fis-4838 324 7 datasets dataset VERB fis-4838 324 8 used use VERB fis-4838 324 9 during during ADP fis-4838 324 10 the the DET fis-4838 324 11 current current ADJ fis-4838 324 12 study study NOUN fis-4838 324 13 are be AUX fis-4838 324 14 available available ADJ fis-4838 324 15 from from ADP fis-4838 324 16 the the DET fis-4838 324 17 corresponding corresponding ADJ fis-4838 324 18 author author NOUN fis-4838 324 19 upon upon SCONJ fis-4838 324 20 reasonable reasonable ADJ fis-4838 324 21 request request NOUN fis-4838 324 22 . . PUNCT fis-4838 325 1 references reference NOUN fis-4838 325 2 [ [ X fis-4838 325 3 1 1 NUM fis-4838 325 4 ] ] PUNCT fis-4838 325 5 baker baker PROPN fis-4838 325 6 , , PUNCT fis-4838 325 7 a.a a.a PROPN fis-4838 325 8 . . PROPN fis-4838 325 9 ( ( PUNCT fis-4838 325 10 1993 1993 NUM fis-4838 325 11 ) ) PUNCT fis-4838 325 12 . . PUNCT fis-4838 326 1 repair repair NOUN fis-4838 326 2 efficiency efficiency NOUN fis-4838 326 3 in in ADP fis-4838 326 4 fatigue‐cracked fatigue‐cracked ADJ fis-4838 326 5 aluminium aluminium NOUN fis-4838 326 6 components component NOUN fis-4838 326 7 reinforced reinforce VERB fis-4838 326 8 with with ADP fis-4838 326 9 boron boron NOUN fis-4838 326 10 / / SYM fis-4838 326 11 epoxy epoxy NOUN fis-4838 326 12 patches patch NOUN fis-4838 326 13 , , PUNCT fis-4838 326 14 fatigue fatigue NOUN fis-4838 326 15 fract fract NOUN fis-4838 326 16 . . PUNCT fis-4838 327 1 eng eng PROPN fis-4838 327 2 . . PUNCT fis-4838 327 3 mater mater PROPN fis-4838 327 4 . . PUNCT fis-4838 327 5 struct struct NOUN fis-4838 327 6 . . PUNCT fis-4838 327 7 , , PUNCT fis-4838 327 8 16(7 16(7 NUM fis-4838 327 9 ) ) PUNCT fis-4838 327 10 , , PUNCT fis-4838 327 11 pp pp ADP fis-4838 327 12 . . PUNCT fis-4838 328 1 753–65 753–65 NOUN fis-4838 328 2 , , PUNCT fis-4838 328 3 doi doi NOUN fis-4838 328 4 : : PUNCT fis-4838 328 5 10.1111 10.1111 NUM fis-4838 328 6 / / SYM fis-4838 328 7 j.1460 j.1460 PROPN fis-4838 328 8 - - PUNCT fis-4838 328 9 2695.1993.tb00117.x 2695.1993.tb00117.x PROPN fis-4838 328 10 . . PUNCT fis-4838 329 1 [ [ X fis-4838 329 2 2 2 NUM fis-4838 329 3 ] ] PUNCT fis-4838 329 4 baker baker PROPN fis-4838 329 5 , , PUNCT fis-4838 329 6 a.a a.a PROPN fis-4838 329 7 . . PROPN fis-4838 329 8 , , PUNCT fis-4838 329 9 rose rise VERB fis-4838 329 10 , , PUNCT fis-4838 329 11 l.r.f l.r.f NOUN fis-4838 329 12 . . PROPN fis-4838 329 13 , , PUNCT fis-4838 329 14 jones jones PROPN fis-4838 329 15 , , PUNCT fis-4838 329 16 r. r. PROPN fis-4838 329 17 ( ( PUNCT fis-4838 329 18 2002 2002 NUM fis-4838 329 19 ) ) PUNCT fis-4838 329 20 . . PUNCT fis-4838 330 1 advances advance NOUN fis-4838 330 2 in in ADP fis-4838 330 3 the the DET fis-4838 330 4 bonded bond VERB fis-4838 330 5 composite composite ADJ fis-4838 330 6 repair repair NOUN fis-4838 330 7 of of ADP fis-4838 330 8 metallic metallic ADJ fis-4838 330 9 aircraft aircraft NOUN fis-4838 330 10 structure structure NOUN fis-4838 330 11 , , PUNCT fis-4838 330 12 elsevier elsevier NOUN fis-4838 330 13 . . PUNCT fis-4838 331 1 [ [ X fis-4838 331 2 3 3 NUM fis-4838 331 3 ] ] X fis-4838 331 4 baker baker NOUN fis-4838 331 5 , , PUNCT fis-4838 331 6 a. a. PROPN fis-4838 331 7 ( ( PUNCT fis-4838 331 8 1999 1999 NUM fis-4838 331 9 ) ) PUNCT fis-4838 331 10 . . PUNCT fis-4838 332 1 bonded bond VERB fis-4838 332 2 composite composite ADJ fis-4838 332 3 repair repair NOUN fis-4838 332 4 of of ADP fis-4838 332 5 fatigue fatigue NOUN fis-4838 332 6 - - PUNCT fis-4838 332 7 cracked crack VERB fis-4838 332 8 primary primary ADJ fis-4838 332 9 aircraft aircraft NOUN fis-4838 332 10 structure structure NOUN fis-4838 332 11 , , PUNCT fis-4838 332 12 compos compos NOUN fis-4838 332 13 . . PUNCT fis-4838 333 1 struct struct NOUN fis-4838 333 2 . . PUNCT fis-4838 333 3 , , PUNCT fis-4838 333 4 47(1–4 47(1–4 NOUN fis-4838 333 5 ) ) PUNCT fis-4838 333 6 , , PUNCT fis-4838 333 7 pp pp ADJ fis-4838 333 8 . . PUNCT fis-4838 334 1 431–443 431–443 NUM fis-4838 334 2 , , PUNCT fis-4838 334 3 doi doi NOUN fis-4838 334 4 : : PUNCT fis-4838 334 5 10.1016 10.1016 NUM fis-4838 334 6 / / SYM fis-4838 334 7 s0263 s0263 VERB fis-4838 334 8 - - PUNCT fis-4838 334 9 8223(00)00011 8223(00)00011 NUM fis-4838 334 10 - - SYM fis-4838 334 11 8 8 NUM fis-4838 334 12 . . PUNCT fis-4838 335 1 [ [ X fis-4838 335 2 4 4 NUM fis-4838 335 3 ] ] X fis-4838 335 4 baker baker PROPN fis-4838 335 5 , , PUNCT fis-4838 335 6 a.a a.a PROPN fis-4838 335 7 . . PROPN fis-4838 335 8 ( ( PUNCT fis-4838 335 9 2011 2011 NUM fis-4838 335 10 ) ) PUNCT fis-4838 335 11 . . PUNCT fis-4838 336 1 a a DET fis-4838 336 2 proposed propose VERB fis-4838 336 3 approach approach NOUN fis-4838 336 4 for for ADP fis-4838 336 5 certification certification NOUN fis-4838 336 6 of of ADP fis-4838 336 7 bonded bond VERB fis-4838 336 8 composite composite ADJ fis-4838 336 9 repairs repair NOUN fis-4838 336 10 to to ADP fis-4838 336 11 flight flight NOUN fis-4838 336 12 - - PUNCT fis-4838 336 13 critical critical ADJ fis-4838 336 14 airframe airframe NOUN fis-4838 336 15 structure structure NOUN fis-4838 336 16 , , PUNCT fis-4838 336 17 appl appl PROPN fis-4838 336 18 . . PUNCT fis-4838 337 1 compos compos PROPN fis-4838 337 2 . . PUNCT fis-4838 338 1 mater mater PROPN fis-4838 338 2 . . PROPN fis-4838 338 3 , , PUNCT fis-4838 338 4 18(4 18(4 NUM fis-4838 338 5 ) ) PUNCT fis-4838 338 6 , , PUNCT fis-4838 338 7 pp pp ADP fis-4838 338 8 . . PUNCT fis-4838 339 1 337–369 337–369 NUM fis-4838 339 2 , , PUNCT fis-4838 339 3 doi doi NOUN fis-4838 339 4 : : PUNCT fis-4838 339 5 10.1007 10.1007 NUM fis-4838 339 6 / / SYM fis-4838 339 7 s10443 s10443 NOUN fis-4838 339 8 - - PUNCT fis-4838 339 9 010 010 NUM fis-4838 339 10 - - PUNCT fis-4838 339 11 9161 9161 NUM fis-4838 339 12 - - PUNCT fis-4838 339 13 z. z. NOUN fis-4838 340 1 [ [ X fis-4838 340 2 5 5 NUM fis-4838 340 3 ] ] PUNCT fis-4838 340 4 aabid aabid NOUN fis-4838 340 5 , , PUNCT fis-4838 340 6 a. a. NOUN fis-4838 340 7 ( ( PUNCT fis-4838 340 8 2023 2023 NUM fis-4838 340 9 ) ) PUNCT fis-4838 340 10 . . PUNCT fis-4838 341 1 optimization optimization NOUN fis-4838 341 2 of of ADP fis-4838 341 3 reinforcing reinforce VERB fis-4838 341 4 patch patch ADJ fis-4838 341 5 effects effect NOUN fis-4838 341 6 on on ADP fis-4838 341 7 cracked cracked ADJ fis-4838 341 8 plates plate NOUN fis-4838 341 9 using use VERB fis-4838 341 10 analytical analytical ADJ fis-4838 341 11 modeling modeling NOUN fis-4838 341 12 and and CCONJ fis-4838 341 13 taguchi taguchi PROPN fis-4838 341 14 design design PROPN fis-4838 341 15 , , PUNCT fis-4838 341 16 materials material NOUN fis-4838 341 17 ( ( PUNCT fis-4838 341 18 basel basel PROPN fis-4838 341 19 ) ) PUNCT fis-4838 341 20 . . PUNCT fis-4838 341 21 , , PUNCT fis-4838 341 22 16(12 16(12 NUM fis-4838 341 23 ) ) PUNCT fis-4838 341 24 , , PUNCT fis-4838 341 25 pp pp ADP fis-4838 341 26 . . PUNCT fis-4838 341 27 4348 4348 NUM fis-4838 341 28 . . PUNCT fis-4838 342 1 [ [ X fis-4838 342 2 6 6 NUM fis-4838 342 3 ] ] X fis-4838 342 4 anjum anjum PROPN fis-4838 342 5 , , PUNCT fis-4838 342 6 a. a. NOUN fis-4838 342 7 , , PUNCT fis-4838 342 8 aabid aabid NOUN fis-4838 342 9 , , PUNCT fis-4838 342 10 a. a. NOUN fis-4838 342 11 , , PUNCT fis-4838 342 12 hrairi hrairi NOUN fis-4838 342 13 , , PUNCT fis-4838 342 14 m. m. NOUN fis-4838 342 15 ( ( PUNCT fis-4838 342 16 2023 2023 NUM fis-4838 342 17 ) ) PUNCT fis-4838 342 18 . . PUNCT fis-4838 343 1 analysis analysis NOUN fis-4838 343 2 of of ADP fis-4838 343 3 damage damage NOUN fis-4838 343 4 control control NOUN fis-4838 343 5 of of ADP fis-4838 343 6 thin thin ADJ fis-4838 343 7 plate plate NOUN fis-4838 343 8 with with ADP fis-4838 343 9 piezoelectric piezoelectric ADJ fis-4838 343 10 actuators actuator NOUN fis-4838 343 11 using use VERB fis-4838 343 12 finite finite ADJ fis-4838 343 13 element element NOUN fis-4838 343 14 and and CCONJ fis-4838 343 15 machine machine NOUN fis-4838 343 16 learning learning NOUN fis-4838 343 17 approach approach NOUN fis-4838 343 18 , , PUNCT fis-4838 343 19 frat frat NOUN fis-4838 343 20 . . PUNCT fis-4838 344 1 ed ed PROPN fis-4838 344 2 integrita integrita PROPN fis-4838 344 3 strutt strutt PROPN fis-4838 344 4 . . PROPN fis-4838 344 5 , , PUNCT fis-4838 344 6 66 66 NUM fis-4838 344 7 , , PUNCT fis-4838 344 8 pp pp ADJ fis-4838 344 9 . . PUNCT fis-4838 345 1 112–126 112–126 NUM fis-4838 345 2 , , PUNCT fis-4838 345 3 doi doi NOUN fis-4838 345 4 : : PUNCT fis-4838 345 5 10.3221 10.3221 NUM fis-4838 345 6 / / SYM fis-4838 345 7 igf igf PROPN fis-4838 345 8 - - PUNCT fis-4838 345 9 esis.66.06 esis.66.06 NOUN fis-4838 345 10 . . PUNCT fis-4838 346 1 [ [ X fis-4838 346 2 7 7 X fis-4838 346 3 ] ] X fis-4838 346 4 aabid aabid NOUN fis-4838 346 5 , , PUNCT fis-4838 346 6 a. a. PROPN fis-4838 346 7 , , PUNCT fis-4838 346 8 ibrahim ibrahim PROPN fis-4838 346 9 , , PUNCT fis-4838 346 10 y.e y.e PROPN fis-4838 346 11 . . PROPN fis-4838 346 12 , , PUNCT fis-4838 346 13 hrairi hrairi PROPN fis-4838 346 14 , , PUNCT fis-4838 346 15 m. m. NOUN fis-4838 346 16 ( ( PUNCT fis-4838 346 17 2023 2023 NUM fis-4838 346 18 ) ) PUNCT fis-4838 346 19 . . PUNCT fis-4838 347 1 optimization optimization NOUN fis-4838 347 2 of of ADP fis-4838 347 3 structural structural ADJ fis-4838 347 4 damage damage NOUN fis-4838 347 5 repair repair NOUN fis-4838 347 6 with with ADP fis-4838 347 7 single single ADJ fis-4838 347 8 and and CCONJ fis-4838 347 9 double double ADJ fis-4838 347 10 - - PUNCT fis-4838 347 11 sided sided ADJ fis-4838 347 12 composite composite ADJ fis-4838 347 13 patches patch NOUN fis-4838 347 14 through through ADP fis-4838 347 15 the the DET fis-4838 347 16 finite finite ADJ fis-4838 347 17 element element NOUN fis-4838 347 18 analysis analysis NOUN fis-4838 347 19 and and CCONJ fis-4838 347 20 taguchi taguchi PROPN fis-4838 347 21 method method PROPN fis-4838 347 22 , , PUNCT fis-4838 347 23 materials material NOUN fis-4838 347 24 ( ( PUNCT fis-4838 347 25 basel basel PROPN fis-4838 347 26 ) ) PUNCT fis-4838 347 27 . . PUNCT fis-4838 347 28 , , PUNCT fis-4838 347 29 16(4 16(4 PROPN fis-4838 347 30 ) ) PUNCT fis-4838 347 31 , , PUNCT fis-4838 347 32 pp pp ADJ fis-4838 347 33 . . PUNCT fis-4838 347 34 1581 1581 NUM fis-4838 347 35 . . PUNCT fis-4838 348 1 [ [ X fis-4838 348 2 8 8 NUM fis-4838 348 3 ] ] X fis-4838 348 4 baghdadi baghdadi NOUN fis-4838 348 5 , , PUNCT fis-4838 348 6 m. m. NOUN fis-4838 348 7 , , PUNCT fis-4838 348 8 serier serier PROPN fis-4838 348 9 , , PUNCT fis-4838 348 10 b. b. PROPN fis-4838 348 11 , , PUNCT fis-4838 348 12 salem salem PROPN fis-4838 348 13 , , PUNCT fis-4838 348 14 m. m. NOUN fis-4838 348 15 , , PUNCT fis-4838 348 16 zaoui zaoui PROPN fis-4838 348 17 , , PUNCT fis-4838 348 18 b. b. PROPN fis-4838 348 19 , , PUNCT fis-4838 348 20 kaddouri kaddouri PROPN fis-4838 348 21 , , PUNCT fis-4838 348 22 k. k. PROPN fis-4838 348 23 ( ( PUNCT fis-4838 348 24 2019 2019 NUM fis-4838 348 25 ) ) PUNCT fis-4838 348 26 . . PUNCT fis-4838 349 1 modeling modeling NOUN fis-4838 349 2 of of ADP fis-4838 349 3 a a DET fis-4838 349 4 cracked crack VERB fis-4838 349 5 and and CCONJ fis-4838 349 6 repaired repair VERB fis-4838 349 7 al al PROPN fis-4838 349 8 2024t3 2024t3 PROPN fis-4838 349 9 aircraft aircraft NOUN fis-4838 349 10 plate plate NOUN fis-4838 349 11 : : PUNCT fis-4838 349 12 effect effect NOUN fis-4838 349 13 of of ADP fis-4838 349 14 the the DET fis-4838 349 15 composite composite ADJ fis-4838 349 16 patch patch NOUN fis-4838 349 17 shape shape NOUN fis-4838 349 18 on on ADP fis-4838 349 19 the the DET fis-4838 349 20 repair repair NOUN fis-4838 349 21 performance performance NOUN fis-4838 349 22 , , PUNCT fis-4838 349 23 frat frat NOUN fis-4838 349 24 . . PUNCT fis-4838 350 1 ed ed PROPN fis-4838 350 2 integrita integrita PROPN fis-4838 350 3 strutt strutt PROPN fis-4838 350 4 . . PROPN fis-4838 350 5 , , PUNCT fis-4838 350 6 13(50 13(50 NUM fis-4838 350 7 ) ) PUNCT fis-4838 350 8 , , PUNCT fis-4838 350 9 pp pp ADP fis-4838 350 10 . . PUNCT fis-4838 351 1 68 68 NUM fis-4838 351 2 – – PUNCT fis-4838 351 3 85 85 NUM fis-4838 351 4 , , PUNCT fis-4838 351 5 doi doi NOUN fis-4838 351 6 : : PUNCT fis-4838 351 7 10.3221 10.3221 NUM fis-4838 351 8 / / SYM fis-4838 351 9 igf igf NOUN fis-4838 351 10 - - PUNCT fis-4838 351 11 esis.50.08 esis.50.08 ADJ fis-4838 351 12 . . PUNCT fis-4838 352 1 [ [ X fis-4838 352 2 9 9 NUM fis-4838 352 3 ] ] SYM fis-4838 352 4 li li PROPN fis-4838 352 5 , , PUNCT fis-4838 352 6 c. c. PROPN fis-4838 352 7 , , PUNCT fis-4838 352 8 zhao zhao PROPN fis-4838 352 9 , , PUNCT fis-4838 352 10 q. q. PROPN fis-4838 352 11 , , PUNCT fis-4838 352 12 yuan yuan PROPN fis-4838 352 13 , , PUNCT fis-4838 352 14 j. j. PROPN fis-4838 352 15 , , PUNCT fis-4838 352 16 hou hou PROPN fis-4838 352 17 , , PUNCT fis-4838 352 18 y. y. NOUN fis-4838 352 19 , , PUNCT fis-4838 352 20 tie tie NOUN fis-4838 352 21 , , PUNCT fis-4838 352 22 y. y. NOUN fis-4838 352 23 ( ( PUNCT fis-4838 352 24 2019 2019 NUM fis-4838 352 25 ) ) PUNCT fis-4838 352 26 . . PUNCT fis-4838 352 27 simulation simulation NOUN fis-4838 352 28 and and CCONJ fis-4838 352 29 experiment experiment NOUN fis-4838 352 30 on on ADP fis-4838 352 31 the the DET fis-4838 352 32 effect effect NOUN fis-4838 352 33 of of ADP fis-4838 352 34 patch patch ADJ fis-4838 352 35 shape shape NOUN fis-4838 352 36 on on ADP fis-4838 352 37 adhesive adhesive ADJ fis-4838 352 38 repair repair NOUN fis-4838 352 39 of of ADP fis-4838 352 40 composite composite ADJ fis-4838 352 41 structures structure NOUN fis-4838 352 42 , , PUNCT fis-4838 352 43 j. j. PROPN fis-4838 352 44 compos compos PROPN fis-4838 352 45 . . PUNCT fis-4838 353 1 mater mater PROPN fis-4838 353 2 . . PROPN fis-4838 353 3 , , PUNCT fis-4838 353 4 ( ( PUNCT fis-4838 353 5 100 100 NUM fis-4838 353 6 ) ) PUNCT fis-4838 353 7 , , PUNCT fis-4838 353 8 doi doi NOUN fis-4838 353 9 : : PUNCT fis-4838 353 10 10.1177/0021998319853033 10.1177/0021998319853033 NUM fis-4838 353 11 . . PUNCT fis-4838 354 1 [ [ X fis-4838 354 2 10 10 NUM fis-4838 354 3 ] ] X fis-4838 354 4 aabid aabid NOUN fis-4838 354 5 , , PUNCT fis-4838 354 6 a. a. NOUN fis-4838 354 7 , , PUNCT fis-4838 354 8 hrairi hrairi NOUN fis-4838 354 9 , , PUNCT fis-4838 354 10 m. m. NOUN fis-4838 354 11 , , PUNCT fis-4838 354 12 ali ali PROPN fis-4838 354 13 , , PUNCT fis-4838 354 14 j.s.m j.s.m PROPN fis-4838 354 15 . . PROPN fis-4838 354 16 , , PUNCT fis-4838 354 17 abuzaid abuzaid ADJ fis-4838 354 18 , , PUNCT fis-4838 354 19 a. a. NOUN fis-4838 354 20 ( ( PUNCT fis-4838 354 21 2019 2019 NUM fis-4838 354 22 ) ) PUNCT fis-4838 354 23 . . PUNCT fis-4838 355 1 effect effect NOUN fis-4838 355 2 of of ADP fis-4838 355 3 bonded bond VERB fis-4838 355 4 composite composite ADJ fis-4838 355 5 patch patch NOUN fis-4838 355 6 on on ADP fis-4838 355 7 the the DET fis-4838 355 8 stress stress NOUN fis-4838 355 9 intensity intensity NOUN fis-4838 355 10 factors factor NOUN fis-4838 355 11 for for ADP fis-4838 355 12 a a DET fis-4838 355 13 center center NOUN fis-4838 355 14 - - PUNCT fis-4838 355 15 cracked crack VERB fis-4838 355 16 plate plate NOUN fis-4838 355 17 , , PUNCT fis-4838 355 18 iium iium NOUN fis-4838 355 19 eng eng PROPN fis-4838 355 20 . . PUNCT fis-4838 355 21 j. j. PROPN fis-4838 355 22 , , PUNCT fis-4838 355 23 20(2 20(2 NUM fis-4838 355 24 ) ) PUNCT fis-4838 355 25 , , PUNCT fis-4838 355 26 pp pp ADP fis-4838 355 27 . . PUNCT fis-4838 356 1 211–221 211–221 NUM fis-4838 356 2 . . PUNCT fis-4838 357 1 [ [ X fis-4838 357 2 11 11 NUM fis-4838 357 3 ] ] PUNCT fis-4838 357 4 aabid aabid NOUN fis-4838 357 5 , , PUNCT fis-4838 357 6 a. a. NOUN fis-4838 357 7 , , PUNCT fis-4838 357 8 hrairi hrairi NOUN fis-4838 357 9 , , PUNCT fis-4838 357 10 m. m. NOUN fis-4838 357 11 , , PUNCT fis-4838 357 12 ali ali PROPN fis-4838 357 13 , , PUNCT fis-4838 357 14 j.s.m j.s.m PROPN fis-4838 357 15 . . PUNCT fis-4838 357 16 ( ( PUNCT fis-4838 357 17 2020 2020 NUM fis-4838 357 18 ) ) PUNCT fis-4838 357 19 . . PUNCT fis-4838 358 1 optimization optimization NOUN fis-4838 358 2 of of ADP fis-4838 358 3 composite composite ADJ fis-4838 358 4 patch patch NOUN fis-4838 358 5 repair repair NOUN fis-4838 358 6 for for ADP fis-4838 358 7 center center NOUN fis-4838 358 8 - - PUNCT fis-4838 358 9 cracked crack VERB fis-4838 358 10 rectangular rectangular ADJ fis-4838 358 11 plate plate NOUN fis-4838 358 12 using use VERB fis-4838 358 13 design design NOUN fis-4838 358 14 of of ADP fis-4838 358 15 experiments experiment NOUN fis-4838 358 16 method method NOUN fis-4838 358 17 , , PUNCT fis-4838 358 18 mater mater NOUN fis-4838 358 19 . . PUNCT fis-4838 359 1 today today NOUN fis-4838 359 2 proc proc PROPN fis-4838 359 3 . . PROPN fis-4838 359 4 , , PUNCT fis-4838 359 5 doi doi PROPN fis-4838 359 6 : : PUNCT fis-4838 359 7 10.1016 10.1016 NUM fis-4838 359 8 / / SYM fis-4838 359 9 j.matpr.2020.03.639 j.matpr.2020.03.639 PROPN fis-4838 359 10 . . PUNCT fis-4838 360 1 [ [ X fis-4838 360 2 12 12 NUM fis-4838 360 3 ] ] X fis-4838 360 4 makwana makwana PROPN fis-4838 360 5 , , PUNCT fis-4838 360 6 a.h a.h PROPN fis-4838 360 7 . . PROPN fis-4838 360 8 , , PUNCT fis-4838 360 9 shaikh shaikh PROPN fis-4838 360 10 , , PUNCT fis-4838 360 11 a.a a.a PROPN fis-4838 360 12 . . PROPN fis-4838 360 13 ( ( PUNCT fis-4838 360 14 2020 2020 NUM fis-4838 360 15 ) ) PUNCT fis-4838 360 16 . . PUNCT fis-4838 361 1 performance performance NOUN fis-4838 361 2 assessment assessment NOUN fis-4838 361 3 and and CCONJ fis-4838 361 4 optimization optimization NOUN fis-4838 361 5 of of ADP fis-4838 361 6 hybrid hybrid ADJ fis-4838 361 7 composite composite ADJ fis-4838 361 8 patch patch NOUN fis-4838 361 9 repair repair NOUN fis-4838 361 10 of of ADP fis-4838 361 11 aircraft aircraft NOUN fis-4838 361 12 structure structure NOUN fis-4838 361 13 , , PUNCT fis-4838 361 14 multidiscip multidiscip NOUN fis-4838 361 15 . . PUNCT fis-4838 362 1 model model NOUN fis-4838 362 2 . . PUNCT fis-4838 363 1 mater mater NOUN fis-4838 363 2 . . PUNCT fis-4838 363 3 struct struct NOUN fis-4838 363 4 . . PUNCT fis-4838 363 5 , , PUNCT fis-4838 363 6 16(5 16(5 NUM fis-4838 363 7 ) ) PUNCT fis-4838 363 8 , , PUNCT fis-4838 363 9 pp pp ADP fis-4838 363 10 . . PUNCT fis-4838 364 1 887–913 887–913 NUM fis-4838 364 2 , , PUNCT fis-4838 364 3 doi doi NOUN fis-4838 364 4 : : PUNCT fis-4838 364 5 10.1108 10.1108 NUM fis-4838 364 6 / / SYM fis-4838 364 7 mmms-03 mmms-03 PROPN fis-4838 364 8 - - PUNCT fis-4838 364 9 2019 2019 NUM fis-4838 364 10 - - PUNCT fis-4838 364 11 0052 0052 NUM fis-4838 364 12 . . PUNCT fis-4838 365 1 [ [ X fis-4838 365 2 13 13 NUM fis-4838 365 3 ] ] PUNCT fis-4838 365 4 aabid aabid NOUN fis-4838 365 5 , , PUNCT fis-4838 365 6 a. a. PROPN fis-4838 365 7 , , PUNCT fis-4838 365 8 baig baig PROPN fis-4838 365 9 , , PUNCT fis-4838 365 10 m. m. NOUN fis-4838 365 11 , , PUNCT fis-4838 365 12 hrairi hrairi NOUN fis-4838 365 13 , , PUNCT fis-4838 365 14 m. m. NOUN fis-4838 365 15 , , PUNCT fis-4838 365 16 syed syed PROPN fis-4838 365 17 , , PUNCT fis-4838 365 18 j. j. PROPN fis-4838 365 19 , , PUNCT fis-4838 365 20 ali ali PROPN fis-4838 365 21 , , PUNCT fis-4838 365 22 m. m. NOUN fis-4838 365 23 ( ( PUNCT fis-4838 365 24 2024 2024 NUM fis-4838 365 25 ) ) PUNCT fis-4838 365 26 . . PUNCT fis-4838 366 1 effect effect NOUN fis-4838 366 2 of of ADP fis-4838 366 3 fiber fiber NOUN fis-4838 366 4 orientation orientation NOUN fis-4838 366 5 - - PUNCT fis-4838 366 6 based base VERB fis-4838 366 7 composite composite ADJ fis-4838 366 8 lamina lamina NOUN fis-4838 366 9 on on ADP fis-4838 366 10 mitigation mitigation NOUN fis-4838 366 11 of of ADP fis-4838 366 12 stress stress NOUN fis-4838 366 13 intensity intensity NOUN fis-4838 366 14 factor factor NOUN fis-4838 366 15 for for ADP fis-4838 366 16 a a DET fis-4838 366 17 repaired repaired ADJ fis-4838 366 18 plate plate NOUN fis-4838 366 19 : : PUNCT fis-4838 366 20 a a DET fis-4838 366 21 finite finite ADJ fis-4838 366 22 element element NOUN fis-4838 366 23 study study NOUN fis-4838 366 24 abdul abdul PROPN fis-4838 366 25 , , PUNCT fis-4838 366 26 frat frat NOUN fis-4838 366 27 . . PUNCT fis-4838 367 1 ed ed PROPN fis-4838 367 2 integrità integrità PROPN fis-4838 367 3 strutt strutt PROPN fis-4838 367 4 . . PROPN fis-4838 367 5 , , PUNCT fis-4838 367 6 68 68 NUM fis-4838 367 7 , , PUNCT fis-4838 367 8 pp pp ADJ fis-4838 367 9 . . PUNCT fis-4838 368 1 209–221 209–221 NUM fis-4838 368 2 , , PUNCT fis-4838 368 3 doi doi NOUN fis-4838 368 4 : : PUNCT fis-4838 368 5 10.3221 10.3221 NUM fis-4838 368 6 / / SYM fis-4838 368 7 igf igf PROPN fis-4838 368 8 - - PUNCT fis-4838 368 9 esis.69.14 esis.69.14 X fis-4838 368 10 . . PUNCT fis-4838 369 1 [ [ X fis-4838 369 2 14 14 NUM fis-4838 369 3 ] ] X fis-4838 369 4 bouzitouna bouzitouna PROPN fis-4838 369 5 , , PUNCT fis-4838 369 6 w.n w.n PROPN fis-4838 369 7 . . PROPN fis-4838 369 8 , , PUNCT fis-4838 369 9 oudad oudad PROPN fis-4838 369 10 , , PUNCT fis-4838 369 11 w. w. PROPN fis-4838 369 12 , , PUNCT fis-4838 369 13 belhamiani belhamiani PROPN fis-4838 369 14 , , PUNCT fis-4838 369 15 m. m. NOUN fis-4838 369 16 , , PUNCT fis-4838 369 17 belhadri belhadri PROPN fis-4838 369 18 , , PUNCT fis-4838 369 19 d.e d.e PROPN fis-4838 369 20 . . PROPN fis-4838 369 21 , , PUNCT fis-4838 369 22 zouambi zouambi PROPN fis-4838 369 23 , , PUNCT fis-4838 369 24 l. l. PROPN fis-4838 369 25 ( ( PUNCT fis-4838 369 26 2020 2020 NUM fis-4838 369 27 ) ) PUNCT fis-4838 369 28 . . PUNCT fis-4838 370 1 elastoplastic elastoplastic ADJ fis-4838 370 2 analysis analysis NOUN fis-4838 370 3 of of ADP fis-4838 370 4 cracked crack VERB fis-4838 370 5 aluminum aluminum NOUN fis-4838 370 6 plates plate NOUN fis-4838 370 7 with with ADP fis-4838 370 8 a a DET fis-4838 370 9 hybrid hybrid ADJ fis-4838 370 10 repair repair NOUN fis-4838 370 11 technique technique NOUN fis-4838 370 12 using use VERB fis-4838 370 13 the the DET fis-4838 370 14 bonded bond VERB fis-4838 370 15 composite composite ADJ fis-4838 370 16 patch patch NOUN fis-4838 370 17 and and CCONJ fis-4838 370 18 drilling drill VERB fis-4838 370 19 hole hole NOUN fis-4838 370 20 in in ADP fis-4838 370 21 opening open VERB fis-4838 370 22 mode mode NOUN fis-4838 371 1 i i PRON fis-4838 371 2 , , PUNCT fis-4838 371 3 t t PROPN fis-4838 371 4 t t PROPN fis-4838 371 5 t t PROPN fis-4838 371 6 a. a. NOUN fis-4838 371 7 aabid aabid PROPN fis-4838 371 8 et et PROPN fis-4838 371 9 alii alii PROPN fis-4838 371 10 , , PUNCT fis-4838 371 11 frattura frattura PROPN fis-4838 371 12 ed ed PROPN fis-4838 371 13 integrità integrità PROPN fis-4838 371 14 strutturale strutturale PROPN fis-4838 371 15 , , PUNCT fis-4838 371 16 68 68 NUM fis-4838 371 17 ( ( PUNCT fis-4838 371 18 2024 2024 NUM fis-4838 371 19 ) ) PUNCT fis-4838 371 20 310 310 NUM fis-4838 371 21 - - SYM fis-4838 371 22 324 324 NUM fis-4838 371 23 ; ; PUNCT fis-4838 371 24 doi doi NOUN fis-4838 371 25 : : PUNCT fis-4838 371 26 10.3221 10.3221 NUM fis-4838 371 27 / / SYM fis-4838 371 28 igf igf PROPN fis-4838 371 29 - - ADJ fis-4838 371 30 esis.68.21 esis.68.21 ADJ fis-4838 371 31 324 324 NUM fis-4838 371 32 frat frat NOUN fis-4838 371 33 . . PUNCT fis-4838 372 1 ed ed PROPN fis-4838 372 2 integrita integrita PROPN fis-4838 372 3 strutt strutt PROPN fis-4838 372 4 . . PROPN fis-4838 372 5 , , PUNCT fis-4838 372 6 14(52 14(52 NUM fis-4838 372 7 ) ) PUNCT fis-4838 372 8 , , PUNCT fis-4838 373 1 pp pp ADJ fis-4838 373 2 . . PUNCT fis-4838 374 1 256–268 256–268 NUM fis-4838 374 2 , , PUNCT fis-4838 374 3 doi doi NOUN fis-4838 374 4 : : PUNCT fis-4838 374 5 10.3221 10.3221 NUM fis-4838 374 6 / / SYM fis-4838 374 7 igf igf PROPN fis-4838 374 8 - - PUNCT fis-4838 374 9 esis.52.20 esis.52.20 PROPN fis-4838 374 10 . . PUNCT fis-4838 375 1 [ [ X fis-4838 375 2 15 15 NUM fis-4838 375 3 ] ] X fis-4838 375 4 aabid aabid NOUN fis-4838 375 5 , , PUNCT fis-4838 375 6 a. a. NOUN fis-4838 375 7 , , PUNCT fis-4838 375 8 hrairi hrairi NOUN fis-4838 375 9 , , PUNCT fis-4838 375 10 m. m. NOUN fis-4838 375 11 , , PUNCT fis-4838 375 12 ali ali PROPN fis-4838 375 13 , , PUNCT fis-4838 375 14 j.s.m j.s.m PROPN fis-4838 375 15 . . PROPN fis-4838 375 16 , , PUNCT fis-4838 375 17 sebaey sebaey PROPN fis-4838 375 18 , , PUNCT fis-4838 375 19 t.a t.a PROPN fis-4838 375 20 . . PROPN fis-4838 375 21 ( ( PUNCT fis-4838 375 22 2022 2022 NUM fis-4838 375 23 ) ) PUNCT fis-4838 375 24 . . PUNCT fis-4838 376 1 a a DET fis-4838 376 2 review review NOUN fis-4838 376 3 on on ADP fis-4838 376 4 reductions reduction NOUN fis-4838 376 5 in in ADP fis-4838 376 6 the the DET fis-4838 376 7 stress stress NOUN fis-4838 376 8 - - PUNCT fis-4838 376 9 intensity intensity NOUN fis-4838 376 10 factor factor NOUN fis-4838 376 11 of of ADP fis-4838 376 12 cracked crack VERB fis-4838 376 13 plates plate NOUN fis-4838 376 14 using use VERB fis-4838 376 15 bonded bond VERB fis-4838 376 16 composite composite ADJ fis-4838 376 17 patches patch NOUN fis-4838 376 18 , , PUNCT fis-4838 376 19 materials material NOUN fis-4838 376 20 ( ( PUNCT fis-4838 376 21 basel basel PROPN fis-4838 376 22 ) ) PUNCT fis-4838 376 23 . . PUNCT fis-4838 376 24 , , PUNCT fis-4838 376 25 15(3086 15(3086 NUM fis-4838 376 26 ) ) PUNCT fis-4838 376 27 , , PUNCT fis-4838 376 28 pp pp ADP fis-4838 376 29 . . PUNCT fis-4838 377 1 20 20 NUM fis-4838 377 2 . . PUNCT fis-4838 378 1 [ [ X fis-4838 378 2 16 16 NUM fis-4838 378 3 ] ] X fis-4838 378 4 ricci ricci PROPN fis-4838 378 5 , , PUNCT fis-4838 378 6 f. f. PROPN fis-4838 378 7 , , PUNCT fis-4838 378 8 franco franco PROPN fis-4838 378 9 , , PUNCT fis-4838 378 10 f. f. PROPN fis-4838 378 11 , , PUNCT fis-4838 378 12 monrefusco monrefusco PROPN fis-4838 378 13 , , PUNCT fis-4838 378 14 n. n. PROPN fis-4838 378 15 ( ( PUNCT fis-4838 378 16 2011).bonded 2011).bonded ADJ fis-4838 378 17 composite composite ADJ fis-4838 378 18 patch patch NOUN fis-4838 378 19 repairs repair NOUN fis-4838 378 20 on on ADP fis-4838 378 21 cracked crack VERB fis-4838 378 22 aluminum aluminum NOUN fis-4838 378 23 plates plate NOUN fis-4838 378 24 : : PUNCT fis-4838 378 25 theory theory NOUN fis-4838 378 26 , , PUNCT fis-4838 378 27 modeling modeling NOUN fis-4838 378 28 and and CCONJ fis-4838 378 29 experiments experiment NOUN fis-4838 378 30 . . PUNCT fis-4838 379 1 advances advance NOUN fis-4838 379 2 in in ADP fis-4838 379 3 composite composite ADJ fis-4838 379 4 materials material NOUN fis-4838 379 5 ecodesign ecodesign NOUN fis-4838 379 6 and and CCONJ fis-4838 379 7 analysis analysis NOUN fis-4838 379 8 , , PUNCT fis-4838 379 9 pp pp ADJ fis-4838 379 10 . . PUNCT fis-4838 380 1 445–464 445–464 NUM fis-4838 380 2 . . PUNCT fis-4838 381 1 [ [ X fis-4838 381 2 17 17 NUM fis-4838 381 3 ] ] PUNCT fis-4838 381 4 rose rise VERB fis-4838 381 5 , , PUNCT fis-4838 381 6 l.r.f l.r.f NOUN fis-4838 381 7 . . PUNCT fis-4838 382 1 ( ( PUNCT fis-4838 382 2 1988).theoretical 1988).theoretical ADJ fis-4838 382 3 analysis analysis NOUN fis-4838 382 4 of of ADP fis-4838 382 5 crack crack NOUN fis-4838 382 6 patching patching NOUN fis-4838 382 7 . . PUNCT fis-4838 383 1 bonded bond VERB fis-4838 383 2 repair repair NOUN fis-4838 383 3 of of ADP fis-4838 383 4 aircraft aircraft NOUN fis-4838 383 5 structures structure NOUN fis-4838 383 6 , , PUNCT fis-4838 383 7 pp pp ADV fis-4838 383 8 . . PUNCT fis-4838 384 1 77–106 77–106 X fis-4838 384 2 . . PUNCT fis-4838 385 1 [ [ X fis-4838 385 2 18 18 NUM fis-4838 385 3 ] ] PUNCT fis-4838 385 4 alpaydın alpaydın NOUN fis-4838 385 5 , , PUNCT fis-4838 385 6 e. e. PROPN fis-4838 385 7 ( ( PUNCT fis-4838 385 8 2005 2005 NUM fis-4838 385 9 ) ) PUNCT fis-4838 385 10 . . PUNCT fis-4838 386 1 introduction introduction NOUN fis-4838 386 2 to to ADP fis-4838 386 3 machine machine NOUN fis-4838 386 4 learning learning NOUN fis-4838 386 5 . . PUNCT fis-4838 387 1 [ [ X fis-4838 387 2 19 19 NUM fis-4838 387 3 ] ] X fis-4838 387 4 radivojac radivojac NOUN fis-4838 387 5 , , PUNCT fis-4838 387 6 p. p. NOUN fis-4838 387 7 , , PUNCT fis-4838 387 8 white white ADJ fis-4838 387 9 , , PUNCT fis-4838 387 10 m. m. NOUN fis-4838 387 11 ( ( PUNCT fis-4838 387 12 2016 2016 NUM fis-4838 387 13 ) ) PUNCT fis-4838 387 14 . . PUNCT fis-4838 387 15 machine machine NOUN fis-4838 387 16 learning learning NOUN fis-4838 387 17 handbook handbook NOUN fis-4838 387 18 . . PUNCT fis-4838 388 1 [ [ X fis-4838 388 2 20 20 NUM fis-4838 388 3 ] ] PUNCT fis-4838 388 4 nasiri nasiri ADV fis-4838 388 5 , , PUNCT fis-4838 388 6 s. s. PROPN fis-4838 388 7 , , PUNCT fis-4838 388 8 khosravani khosravani PROPN fis-4838 388 9 , , PUNCT fis-4838 388 10 m.r m.r PROPN fis-4838 388 11 . . PROPN fis-4838 388 12 , , PUNCT fis-4838 388 13 weinberg weinberg PROPN fis-4838 388 14 , , PUNCT fis-4838 388 15 k. k. PROPN fis-4838 388 16 ( ( PUNCT fis-4838 388 17 2017 2017 NUM fis-4838 388 18 ) ) PUNCT fis-4838 388 19 . . PUNCT fis-4838 389 1 fracture fracture NOUN fis-4838 389 2 mechanics mechanic NOUN fis-4838 389 3 and and CCONJ fis-4838 389 4 mechanical mechanical ADJ fis-4838 389 5 fault fault NOUN fis-4838 389 6 detection detection NOUN fis-4838 389 7 by by ADP fis-4838 389 8 artificial artificial ADJ fis-4838 389 9 intelligence intelligence NOUN fis-4838 389 10 methods method NOUN fis-4838 389 11 : : PUNCT fis-4838 389 12 a a DET fis-4838 389 13 review review NOUN fis-4838 389 14 , , PUNCT fis-4838 389 15 eng eng PROPN fis-4838 389 16 . . PUNCT fis-4838 389 17 fail fail PROPN fis-4838 389 18 . . PUNCT fis-4838 390 1 anal anal PROPN fis-4838 390 2 . . PUNCT fis-4838 390 3 , , PUNCT fis-4838 390 4 81(july 81(july NUM fis-4838 390 5 ) ) PUNCT fis-4838 390 6 , , PUNCT fis-4838 390 7 pp pp ADP fis-4838 390 8 . . PUNCT fis-4838 391 1 270–293 270–293 NUM fis-4838 391 2 , , PUNCT fis-4838 391 3 doi doi NOUN fis-4838 391 4 : : PUNCT fis-4838 391 5 10.1016 10.1016 NUM fis-4838 391 6 / / SYM fis-4838 391 7 j.engfailanal.2017.07.011 j.engfailanal.2017.07.011 PROPN fis-4838 391 8 . . PUNCT fis-4838 392 1 [ [ X fis-4838 392 2 21 21 NUM fis-4838 392 3 ] ] X fis-4838 392 4 wang wang PROPN fis-4838 392 5 , , PUNCT fis-4838 392 6 h. h. PROPN fis-4838 392 7 , , PUNCT fis-4838 392 8 zhang zhang PROPN fis-4838 392 9 , , PUNCT fis-4838 392 10 w. w. PROPN fis-4838 392 11 , , PUNCT fis-4838 392 12 sun sun PROPN fis-4838 392 13 , , PUNCT fis-4838 392 14 f. f. PROPN fis-4838 392 15 , , PUNCT fis-4838 392 16 zhang zhang PROPN fis-4838 392 17 , , PUNCT fis-4838 392 18 w. w. PROPN fis-4838 392 19 ( ( PUNCT fis-4838 392 20 2017 2017 NUM fis-4838 392 21 ) ) PUNCT fis-4838 392 22 . . PUNCT fis-4838 393 1 a a DET fis-4838 393 2 comparison comparison NOUN fis-4838 393 3 study study NOUN fis-4838 393 4 of of ADP fis-4838 393 5 machine machine NOUN fis-4838 393 6 learning learning NOUN fis-4838 393 7 based base VERB fis-4838 393 8 algorithms algorithm NOUN fis-4838 393 9 for for ADP fis-4838 393 10 fatigue fatigue NOUN fis-4838 393 11 crack crack NOUN fis-4838 393 12 growth growth NOUN fis-4838 393 13 calculation calculation NOUN fis-4838 393 14 , , PUNCT fis-4838 393 15 materials material NOUN fis-4838 393 16 ( ( PUNCT fis-4838 393 17 basel basel PROPN fis-4838 393 18 ) ) PUNCT fis-4838 393 19 . . PUNCT fis-4838 393 20 , , PUNCT fis-4838 393 21 10(5 10(5 NUM fis-4838 393 22 ) ) PUNCT fis-4838 393 23 , , PUNCT fis-4838 393 24 doi doi NOUN fis-4838 393 25 : : PUNCT fis-4838 393 26 10.3390 10.3390 NUM fis-4838 393 27 / / SYM fis-4838 393 28 ma10050543 ma10050543 NOUN fis-4838 393 29 . . PUNCT fis-4838 394 1 [ [ X fis-4838 394 2 22 22 NUM fis-4838 394 3 ] ] SYM fis-4838 394 4 rovinelli rovinelli NOUN fis-4838 394 5 , , PUNCT fis-4838 394 6 a. a. NOUN fis-4838 394 7 , , PUNCT fis-4838 394 8 sangid sangid PROPN fis-4838 394 9 , , PUNCT fis-4838 394 10 m.d m.d PROPN fis-4838 394 11 . . PROPN fis-4838 394 12 , , PUNCT fis-4838 394 13 proudhon proudhon PROPN fis-4838 394 14 , , PUNCT fis-4838 394 15 h. h. PROPN fis-4838 394 16 , , PUNCT fis-4838 394 17 ludwig ludwig PROPN fis-4838 394 18 , , PUNCT fis-4838 394 19 w. w. PROPN fis-4838 394 20 ( ( PUNCT fis-4838 394 21 2018 2018 NUM fis-4838 394 22 ) ) PUNCT fis-4838 394 23 . . PUNCT fis-4838 395 1 using use VERB fis-4838 395 2 machine machine NOUN fis-4838 395 3 learning learning NOUN fis-4838 395 4 and and CCONJ fis-4838 395 5 a a DET fis-4838 395 6 data data NOUN fis-4838 395 7 - - PUNCT fis-4838 395 8 driven drive VERB fis-4838 395 9 approach approach NOUN fis-4838 395 10 to to PART fis-4838 395 11 identify identify VERB fis-4838 395 12 the the DET fis-4838 395 13 small small ADJ fis-4838 395 14 fatigue fatigue NOUN fis-4838 395 15 crack crack VERB fis-4838 395 16 driving driving NOUN fis-4838 395 17 force force NOUN fis-4838 395 18 in in ADP fis-4838 395 19 polycrystalline polycrystalline ADJ fis-4838 395 20 materials material NOUN fis-4838 395 21 , , PUNCT fis-4838 395 22 comput comput NOUN fis-4838 395 23 . . PUNCT fis-4838 396 1 mater mater PROPN fis-4838 396 2 . . PROPN fis-4838 396 3 , , PUNCT fis-4838 396 4 4(1 4(1 NUM fis-4838 396 5 ) ) PUNCT fis-4838 396 6 , , PUNCT fis-4838 396 7 pp pp PROPN fis-4838 396 8 . . PUNCT fis-4838 397 1 1–10 1–10 NOUN fis-4838 397 2 , , PUNCT fis-4838 397 3 doi doi NOUN fis-4838 397 4 : : PUNCT fis-4838 397 5 10.1038 10.1038 NUM fis-4838 397 6 / / SYM fis-4838 397 7 s41524 s41524 PROPN fis-4838 397 8 - - PUNCT fis-4838 397 9 018 018 NUM fis-4838 397 10 - - PUNCT fis-4838 397 11 0094 0094 NUM fis-4838 397 12 - - SYM fis-4838 397 13 7 7 NUM fis-4838 397 14 . . PUNCT fis-4838 398 1 [ [ X fis-4838 398 2 23 23 NUM fis-4838 398 3 ] ] X fis-4838 398 4 balcloǧlu balcloǧlu NOUN fis-4838 398 5 , , PUNCT fis-4838 398 6 h.e h.e PROPN fis-4838 398 7 . . PROPN fis-4838 398 8 , , PUNCT fis-4838 398 9 seçkin seçkin PROPN fis-4838 398 10 , , PUNCT fis-4838 398 11 a.ç a.ç PROPN fis-4838 398 12 . . PROPN fis-4838 398 13 , , PUNCT fis-4838 398 14 aktaş aktaş PROPN fis-4838 398 15 , , PUNCT fis-4838 398 16 m. m. NOUN fis-4838 398 17 ( ( PUNCT fis-4838 398 18 2016 2016 NUM fis-4838 398 19 ) ) PUNCT fis-4838 398 20 . . PUNCT fis-4838 399 1 failure failure NOUN fis-4838 399 2 load load NOUN fis-4838 399 3 prediction prediction NOUN fis-4838 399 4 of of ADP fis-4838 399 5 adhesively adhesively ADV fis-4838 399 6 bonded bond VERB fis-4838 399 7 pultruded pultrude VERB fis-4838 399 8 composites composite NOUN fis-4838 399 9 using use VERB fis-4838 399 10 artificial artificial ADJ fis-4838 399 11 neural neural ADJ fis-4838 399 12 network network NOUN fis-4838 399 13 , , PUNCT fis-4838 399 14 j. j. PROPN fis-4838 399 15 compos compos PROPN fis-4838 399 16 . . PUNCT fis-4838 400 1 mater mater PROPN fis-4838 400 2 . . PROPN fis-4838 400 3 , , PUNCT fis-4838 400 4 50(23 50(23 PROPN fis-4838 400 5 ) ) PUNCT fis-4838 400 6 , , PUNCT fis-4838 400 7 pp pp ADP fis-4838 400 8 . . PUNCT fis-4838 401 1 3267–3281 3267–3281 NUM fis-4838 401 2 , , PUNCT fis-4838 401 3 doi doi NOUN fis-4838 401 4 : : PUNCT fis-4838 401 5 10.1177/0021998315617998 10.1177/0021998315617998 NUM fis-4838 401 6 . . PUNCT fis-4838 402 1 [ [ X fis-4838 402 2 24 24 NUM fis-4838 402 3 ] ] SYM fis-4838 402 4 atilla atilla PROPN fis-4838 402 5 , , PUNCT fis-4838 402 6 d. d. PROPN fis-4838 402 7 , , PUNCT fis-4838 402 8 sencan sencan PROPN fis-4838 402 9 , , PUNCT fis-4838 402 10 c. c. PROPN fis-4838 402 11 , , PUNCT fis-4838 402 12 goren goren PROPN fis-4838 402 13 kiral kiral PROPN fis-4838 402 14 , , PUNCT fis-4838 402 15 b. b. PROPN fis-4838 402 16 , , PUNCT fis-4838 402 17 kiral kiral PROPN fis-4838 402 18 , , PUNCT fis-4838 402 19 z. z. PROPN fis-4838 402 20 ( ( PUNCT fis-4838 402 21 2020 2020 NUM fis-4838 402 22 ) ) PUNCT fis-4838 402 23 . . PUNCT fis-4838 403 1 free free ADJ fis-4838 403 2 vibration vibration NOUN fis-4838 403 3 and and CCONJ fis-4838 403 4 buckling buckle VERB fis-4838 403 5 analyses analysis NOUN fis-4838 403 6 of of ADP fis-4838 403 7 laminated laminated ADJ fis-4838 403 8 composite composite ADJ fis-4838 403 9 plates plate NOUN fis-4838 403 10 with with ADP fis-4838 403 11 cutout cutout NOUN fis-4838 403 12 , , PUNCT fis-4838 403 13 arch arch NOUN fis-4838 403 14 . . PUNCT fis-4838 404 1 appl appl PROPN fis-4838 404 2 . . PROPN fis-4838 404 3 mech mech PROPN fis-4838 404 4 . . PROPN fis-4838 404 5 , , PUNCT fis-4838 404 6 90(11 90(11 NUM fis-4838 404 7 ) ) PUNCT fis-4838 404 8 , , PUNCT fis-4838 404 9 pp pp ADP fis-4838 404 10 . . PUNCT fis-4838 405 1 2433–2448 2433–2448 NUM fis-4838 405 2 , , PUNCT fis-4838 405 3 doi doi NOUN fis-4838 405 4 : : PUNCT fis-4838 405 5 10.1007 10.1007 NUM fis-4838 405 6 / / SYM fis-4838 405 7 s00419 s00419 PROPN fis-4838 405 8 - - PUNCT fis-4838 405 9 020 020 NUM fis-4838 405 10 - - PUNCT fis-4838 405 11 01730 01730 NUM fis-4838 405 12 - - SYM fis-4838 405 13 2 2 NUM fis-4838 405 14 . . PUNCT fis-4838 406 1 [ [ X fis-4838 406 2 25 25 NUM fis-4838 406 3 ] ] PUNCT fis-4838 406 4 şimşek şimşek NOUN fis-4838 406 5 , , PUNCT fis-4838 406 6 s. s. PROPN fis-4838 406 7 , , PUNCT fis-4838 406 8 kahya kahya PROPN fis-4838 406 9 , , PUNCT fis-4838 406 10 v. v. ADV fis-4838 406 11 , , PUNCT fis-4838 406 12 adıyaman adıyaman NOUN fis-4838 406 13 , , PUNCT fis-4838 406 14 g. g. PROPN fis-4838 406 15 , , PUNCT fis-4838 406 16 toğan toğan PROPN fis-4838 406 17 , , PUNCT fis-4838 406 18 v. v. PROPN fis-4838 406 19 ( ( PUNCT fis-4838 406 20 2022 2022 NUM fis-4838 406 21 ) ) PUNCT fis-4838 406 22 . . PUNCT fis-4838 407 1 damage damage NOUN fis-4838 407 2 detection detection NOUN fis-4838 407 3 in in ADP fis-4838 407 4 anisotropic anisotropic NOUN fis-4838 407 5 - - PUNCT fis-4838 407 6 laminated laminate VERB fis-4838 407 7 composite composite ADJ fis-4838 407 8 beams beam NOUN fis-4838 407 9 based base VERB fis-4838 407 10 on on ADP fis-4838 407 11 incomplete incomplete ADJ fis-4838 407 12 modal modal ADJ fis-4838 407 13 data datum NOUN fis-4838 407 14 and and CCONJ fis-4838 407 15 teaching teaching NOUN fis-4838 407 16 – – PUNCT fis-4838 407 17 learning learning NOUN fis-4838 407 18 - - PUNCT fis-4838 407 19 based base VERB fis-4838 407 20 optimization optimization NOUN fis-4838 407 21 , , PUNCT fis-4838 407 22 struct struct NOUN fis-4838 407 23 . . PUNCT fis-4838 408 1 multidiscip multidiscip NOUN fis-4838 408 2 . . PUNCT fis-4838 409 1 optim optim PROPN fis-4838 409 2 . . PROPN fis-4838 409 3 , , PUNCT fis-4838 409 4 65(11 65(11 NUM fis-4838 409 5 ) ) PUNCT fis-4838 409 6 , , PUNCT fis-4838 410 1 pp pp ADP fis-4838 410 2 . . PUNCT fis-4838 411 1 332 332 NUM fis-4838 411 2 , , PUNCT fis-4838 411 3 doi doi NOUN fis-4838 411 4 : : PUNCT fis-4838 411 5 10.1007 10.1007 NUM fis-4838 411 6 / / SYM fis-4838 411 7 s00158 s00158 NOUN fis-4838 411 8 - - PUNCT fis-4838 411 9 022 022 NUM fis-4838 411 10 - - PUNCT fis-4838 411 11 03421 03421 NUM fis-4838 411 12 - - PUNCT fis-4838 411 13 8 8 NUM fis-4838 411 14 . . PUNCT fis-4838 412 1 [ [ X fis-4838 412 2 26 26 NUM fis-4838 412 3 ] ] X fis-4838 412 4 eric eric PROPN fis-4838 412 5 reissner reissner PROPN fis-4838 412 6 . . PUNCT fis-4838 413 1 ( ( PUNCT fis-4838 413 2 1947 1947 NUM fis-4838 413 3 ) ) PUNCT fis-4838 413 4 . . PUNCT fis-4838 414 1 on on ADP fis-4838 414 2 bending bending NOUN fis-4838 414 3 of of ADP fis-4838 414 4 elas elas PROPN fis-4838 414 5 , , PUNCT fis-4838 414 6 q. q. PROPN fis-4838 414 7 j. j. PROPN fis-4838 414 8 appl appl PROPN fis-4838 414 9 . . PROPN fis-4838 414 10 math math PROPN fis-4838 414 11 . . PUNCT fis-4838 414 12 , , PUNCT fis-4838 414 13 5 5 NUM fis-4838 414 14 , , PUNCT fis-4838 414 15 pp pp ADJ fis-4838 414 16 . . PUNCT fis-4838 414 17 55–68 55–68 NOUN fis-4838 414 18 , , PUNCT fis-4838 414 19 doi doi NOUN fis-4838 414 20 : : PUNCT fis-4838 414 21 10.1090 10.1090 NUM fis-4838 414 22 / / SYM fis-4838 414 23 qam/20440 qam/20440 NOUN fis-4838 414 24 . . PUNCT fis-4838 415 1 [ [ X fis-4838 415 2 27 27 NUM fis-4838 415 3 ] ] X fis-4838 415 4 hartranft hartranft NOUN fis-4838 415 5 , , PUNCT fis-4838 415 6 r.j r.j PROPN fis-4838 415 7 . . PROPN fis-4838 415 8 , , PUNCT fis-4838 415 9 sih sih PROPN fis-4838 415 10 , , PUNCT fis-4838 415 11 g.c g.c PROPN fis-4838 415 12 . . PROPN fis-4838 415 13 ( ( PUNCT fis-4838 415 14 1968 1968 NUM fis-4838 415 15 ) ) PUNCT fis-4838 415 16 . . PUNCT fis-4838 416 1 effect effect NOUN fis-4838 416 2 of of ADP fis-4838 416 3 plate plate NOUN fis-4838 416 4 thickness thickness NOUN fis-4838 416 5 on on ADP fis-4838 416 6 the the DET fis-4838 416 7 bending bend VERB fis-4838 416 8 stress stress NOUN fis-4838 416 9 distribution distribution NOUN fis-4838 416 10 around around ADP fis-4838 416 11 through through ADP fis-4838 416 12 cracks crack NOUN fis-4838 416 13 , , PUNCT fis-4838 416 14 j. j. PROPN fis-4838 416 15 math math PROPN fis-4838 416 16 . . PUNCT fis-4838 417 1 phys phy NOUN fis-4838 417 2 . . PUNCT fis-4838 417 3 , , PUNCT fis-4838 417 4 47(1–4 47(1–4 NOUN fis-4838 417 5 ) ) PUNCT fis-4838 417 6 , , PUNCT fis-4838 417 7 pp pp ADP fis-4838 417 8 . . PUNCT fis-4838 418 1 276–291 276–291 NUM fis-4838 418 2 , , PUNCT fis-4838 418 3 doi doi NOUN fis-4838 418 4 : : PUNCT fis-4838 418 5 10.1002 10.1002 NUM fis-4838 418 6 / / SYM fis-4838 418 7 sapm1968471276 sapm1968471276 PROPN fis-4838 418 8 . . PUNCT fis-4838 419 1 [ [ X fis-4838 419 2 28 28 NUM fis-4838 419 3 ] ] X fis-4838 419 4 sih sih PROPN fis-4838 419 5 , , PUNCT fis-4838 419 6 g.c g.c PROPN fis-4838 419 7 . . PROPN fis-4838 419 8 ( ( PUNCT fis-4838 419 9 1971 1971 NUM fis-4838 419 10 ) ) PUNCT fis-4838 419 11 . . PUNCT fis-4838 420 1 a a DET fis-4838 420 2 review review NOUN fis-4838 420 3 of of ADP fis-4838 420 4 the the DET fis-4838 420 5 three three NUM fis-4838 420 6 - - PUNCT fis-4838 420 7 dimensional dimensional ADJ fis-4838 420 8 stress stress NOUN fis-4838 420 9 problem problem NOUN fis-4838 420 10 for for ADP fis-4838 420 11 a a DET fis-4838 420 12 cracked crack VERB fis-4838 420 13 plate plate NOUN fis-4838 420 14 , , PUNCT fis-4838 420 15 int int NOUN fis-4838 420 16 . . PUNCT fis-4838 421 1 j. j. PROPN fis-4838 421 2 fract fract PROPN fis-4838 421 3 . . PUNCT fis-4838 422 1 mech mech PROPN fis-4838 422 2 . . PROPN fis-4838 422 3 , , PUNCT fis-4838 422 4 7(1 7(1 NUM fis-4838 422 5 ) ) PUNCT fis-4838 422 6 , , PUNCT fis-4838 422 7 pp pp PROPN fis-4838 422 8 . . PUNCT fis-4838 423 1 39 39 NUM fis-4838 423 2 – – PUNCT fis-4838 423 3 61 61 NUM fis-4838 423 4 , , PUNCT fis-4838 423 5 doi doi NOUN fis-4838 423 6 : : PUNCT fis-4838 423 7 10.1007 10.1007 NUM fis-4838 423 8 / / SYM fis-4838 423 9 bf00236482 bf00236482 NOUN fis-4838 423 10 . . PUNCT fis-4838 424 1 [ [ X fis-4838 424 2 29 29 NUM fis-4838 424 3 ] ] X fis-4838 424 4 wang wang PROPN fis-4838 424 5 , , PUNCT fis-4838 424 6 c.h c.h PROPN fis-4838 424 7 . . PROPN fis-4838 424 8 , , PUNCT fis-4838 424 9 rose rise VERB fis-4838 424 10 , , PUNCT fis-4838 424 11 l.r.f l.r.f NOUN fis-4838 424 12 . . PROPN fis-4838 424 13 , , PUNCT fis-4838 424 14 callinan callinan PROPN fis-4838 424 15 , , PUNCT fis-4838 424 16 r. r. PROPN fis-4838 424 17 ( ( PUNCT fis-4838 424 18 1998 1998 NUM fis-4838 424 19 ) ) PUNCT fis-4838 424 20 . . PUNCT fis-4838 425 1 analysis analysis NOUN fis-4838 425 2 of of ADP fis-4838 425 3 out out ADV fis-4838 425 4 - - PUNCT fis-4838 425 5 of of ADP fis-4838 425 6 - - PUNCT fis-4838 425 7 plane plane NOUN fis-4838 425 8 bending bending NOUN fis-4838 425 9 in in ADP fis-4838 425 10 one one NUM fis-4838 425 11 - - PUNCT fis-4838 425 12 sided sided ADJ fis-4838 425 13 bonded bond VERB fis-4838 425 14 repair repair NOUN fis-4838 425 15 , , PUNCT fis-4838 425 16 int int NOUN fis-4838 425 17 . . PUNCT fis-4838 426 1 j. j. PROPN fis-4838 426 2 solids solids PROPN fis-4838 426 3 struct struct NOUN fis-4838 426 4 . . PUNCT fis-4838 426 5 , , PUNCT fis-4838 426 6 35(14 35(14 NUM fis-4838 426 7 ) ) PUNCT fis-4838 426 8 , , PUNCT fis-4838 426 9 pp pp ADJ fis-4838 426 10 . . PUNCT fis-4838 427 1 1653–1675 1653–1675 NUM fis-4838 427 2 , , PUNCT fis-4838 427 3 doi doi NOUN fis-4838 427 4 : : PUNCT fis-4838 427 5 10.1016 10.1016 NUM fis-4838 427 6 / / SYM fis-4838 427 7 s0020 s0020 ADP fis-4838 427 8 - - PUNCT fis-4838 427 9 7683(97)00129 7683(97)00129 NUM fis-4838 427 10 - - PUNCT fis-4838 427 11 7 7 NUM fis-4838 427 12 . . PUNCT fis-4838 428 1 [ [ X fis-4838 428 2 30 30 NUM fis-4838 428 3 ] ] X fis-4838 428 4 tada tada PROPN fis-4838 428 5 , , PUNCT fis-4838 428 6 h. h. PROPN fis-4838 428 7 , , PUNCT fis-4838 428 8 paris paris PROPN fis-4838 428 9 , , PUNCT fis-4838 428 10 p.c p.c PROPN fis-4838 428 11 . . PROPN fis-4838 428 12 , , PUNCT fis-4838 428 13 irwin irwin PROPN fis-4838 428 14 , , PUNCT fis-4838 428 15 g.r g.r PROPN fis-4838 428 16 . . PUNCT fis-4838 428 17 ( ( PUNCT fis-4838 428 18 2000 2000 NUM fis-4838 428 19 ) ) PUNCT fis-4838 428 20 . . PUNCT fis-4838 429 1 the the DET fis-4838 429 2 stress stress NOUN fis-4838 429 3 analysis analysis NOUN fis-4838 429 4 of of ADP fis-4838 429 5 cracks crack NOUN fis-4838 429 6 handbook handbook NOUN fis-4838 429 7 , , PUNCT fis-4838 429 8 third third ADJ fis-4838 429 9 edition edition NOUN fis-4838 429 10 , , PUNCT fis-4838 429 11 doi doi NOUN fis-4838 429 12 : : PUNCT fis-4838 429 13 10.1115/1.801535 10.1115/1.801535 NUM fis-4838 429 14 . . PUNCT fis-4838 430 1 [ [ X fis-4838 430 2 31 31 NUM fis-4838 430 3 ] ] PUNCT fis-4838 430 4 rose rise VERB fis-4838 430 5 , , PUNCT fis-4838 430 6 l.r.f l.r.f PROPN fis-4838 430 7 . . PROPN fis-4838 430 8 , , PUNCT fis-4838 430 9 wang wang PROPN fis-4838 430 10 , , PUNCT fis-4838 430 11 c.h c.h PROPN fis-4838 430 12 . . PROPN fis-4838 431 1 ( ( PUNCT fis-4838 431 2 2002 2002 NUM fis-4838 431 3 ) ) PUNCT fis-4838 431 4 . . PUNCT fis-4838 432 1 analytical analytical ADJ fis-4838 432 2 methods method NOUN fis-4838 432 3 for for ADP fis-4838 432 4 designing design VERB fis-4838 432 5 composite composite ADJ fis-4838 432 6 repairs repair NOUN fis-4838 432 7 , , PUNCT fis-4838 432 8 adv adv PROPN fis-4838 432 9 . . PUNCT fis-4838 432 10 bond bond PROPN fis-4838 432 11 . . PUNCT fis-4838 433 1 compos compos PROPN fis-4838 433 2 . . PUNCT fis-4838 434 1 repair repair NOUN fis-4838 434 2 met meet VERB fis-4838 434 3 . . PUNCT fis-4838 435 1 aircr aircr PROPN fis-4838 435 2 . . PUNCT fis-4838 436 1 struct struct NOUN fis-4838 436 2 . . PUNCT fis-4838 436 3 , , PUNCT fis-4838 436 4 1–2 1–2 NUM fis-4838 436 5 , , PUNCT fis-4838 436 6 pp pp ADJ fis-4838 436 7 . . PUNCT fis-4838 437 1 137–175 137–175 NUM fis-4838 437 2 , , PUNCT fis-4838 437 3 doi doi NOUN fis-4838 437 4 : : PUNCT fis-4838 437 5 10.1016 10.1016 NUM fis-4838 437 6 / / SYM fis-4838 437 7 b978 b978 PROPN fis-4838 437 8 - - PUNCT fis-4838 437 9 008042699 008042699 NUM fis-4838 437 10 - - PUNCT fis-4838 437 11 0/50009 0/50009 NOUN fis-4838 437 12 - - PUNCT fis-4838 437 13 7 7 NUM fis-4838 437 14 . . PUNCT fis-4838 438 1 [ [ X fis-4838 438 2 32 32 NUM fis-4838 438 3 ] ] X fis-4838 438 4 wang wang PROPN fis-4838 438 5 , , PUNCT fis-4838 438 6 h.t h.t PROPN fis-4838 438 7 . . PROPN fis-4838 438 8 , , PUNCT fis-4838 438 9 wu wu PROPN fis-4838 438 10 , , PUNCT fis-4838 438 11 g. g. PROPN fis-4838 438 12 , , PUNCT fis-4838 438 13 pang pang NOUN fis-4838 438 14 , , PUNCT fis-4838 438 15 y.y y.y PROPN fis-4838 438 16 . . PROPN fis-4838 438 17 ( ( PUNCT fis-4838 438 18 2018 2018 NUM fis-4838 438 19 ) ) PUNCT fis-4838 438 20 . . PUNCT fis-4838 439 1 theoretical theoretical ADJ fis-4838 439 2 and and CCONJ fis-4838 439 3 numerical numerical ADJ fis-4838 439 4 study study NOUN fis-4838 439 5 on on ADP fis-4838 439 6 stress stress NOUN fis-4838 439 7 intensity intensity NOUN fis-4838 439 8 factors factor NOUN fis-4838 439 9 for for ADP fis-4838 439 10 frp frp PROPN fis-4838 439 11 - - PUNCT fis-4838 439 12 strengthened strengthen VERB fis-4838 439 13 steel steel NOUN fis-4838 439 14 plates plate NOUN fis-4838 439 15 with with ADP fis-4838 439 16 double double ADJ fis-4838 439 17 - - PUNCT fis-4838 439 18 edged edge VERB fis-4838 439 19 cracks crack NOUN fis-4838 439 20 , , PUNCT fis-4838 439 21 sensors sensor NOUN fis-4838 439 22 ( ( PUNCT fis-4838 439 23 switzerland switzerland PROPN fis-4838 439 24 ) ) PUNCT fis-4838 439 25 , , PUNCT fis-4838 439 26 18(7 18(7 NUM fis-4838 439 27 ) ) PUNCT fis-4838 439 28 , , PUNCT fis-4838 439 29 doi doi NOUN fis-4838 439 30 : : PUNCT fis-4838 439 31 10.3390 10.3390 NUM fis-4838 439 32 / / SYM fis-4838 439 33 s18072356 s18072356 PROPN fis-4838 439 34 . . PUNCT fis-4838 440 1 [ [ X fis-4838 440 2 33 33 NUM fis-4838 440 3 ] ] PUNCT fis-4838 440 4 aabid aabid NOUN fis-4838 440 5 , , PUNCT fis-4838 440 6 a. a. NOUN fis-4838 440 7 , , PUNCT fis-4838 440 8 hrairi hrairi NOUN fis-4838 440 9 , , PUNCT fis-4838 440 10 m. m. NOUN fis-4838 440 11 , , PUNCT fis-4838 440 12 abuzaid abuzaid ADJ fis-4838 440 13 , , PUNCT fis-4838 440 14 a. a. PROPN fis-4838 440 15 , , PUNCT fis-4838 440 16 mohamed mohamed PROPN fis-4838 440 17 ali ali PROPN fis-4838 440 18 , , PUNCT fis-4838 440 19 j.s j.s PROPN fis-4838 440 20 . . PROPN fis-4838 440 21 ( ( PUNCT fis-4838 440 22 2021 2021 NUM fis-4838 440 23 ) ) PUNCT fis-4838 440 24 . . PUNCT fis-4838 441 1 estimation estimation NOUN fis-4838 441 2 of of ADP fis-4838 441 3 stress stress NOUN fis-4838 441 4 intensity intensity NOUN fis-4838 441 5 factor factor NOUN fis-4838 441 6 reduction reduction NOUN fis-4838 441 7 for for ADP fis-4838 441 8 a a DET fis-4838 441 9 centercracked centercracke VERB fis-4838 441 10 plate plate NOUN fis-4838 441 11 integrated integrate VERB fis-4838 441 12 with with ADP fis-4838 441 13 piezoelectric piezoelectric ADJ fis-4838 441 14 actuator actuator NOUN fis-4838 441 15 and and CCONJ fis-4838 441 16 composite composite ADJ fis-4838 441 17 patch patch NOUN fis-4838 441 18 , , PUNCT fis-4838 441 19 thin thin ADJ fis-4838 441 20 - - PUNCT fis-4838 441 21 walled wall VERB fis-4838 441 22 struct struct NOUN fis-4838 441 23 . . PUNCT fis-4838 441 24 , , PUNCT fis-4838 441 25 158 158 NUM fis-4838 441 26 , , PUNCT fis-4838 441 27 doi doi NOUN fis-4838 441 28 : : PUNCT fis-4838 441 29 10.1016 10.1016 NUM fis-4838 441 30 / / SYM fis-4838 441 31 j.tws.2020.107030 j.tws.2020.107030 PROPN fis-4838 441 32 . . PUNCT fis-4838 442 1 [ [ X fis-4838 442 2 34 34 NUM fis-4838 442 3 ] ] X fis-4838 442 4 balcıoğlu balcıoğlu NOUN fis-4838 442 5 , , PUNCT fis-4838 442 6 h.e h.e PROPN fis-4838 442 7 . . PROPN fis-4838 442 8 , , PUNCT fis-4838 442 9 seçkin seçkin PROPN fis-4838 442 10 , , PUNCT fis-4838 442 11 a.ç a.ç PROPN fis-4838 442 12 . . PROPN fis-4838 442 13 ( ( PUNCT fis-4838 442 14 2021 2021 NUM fis-4838 442 15 ) ) PUNCT fis-4838 442 16 . . PUNCT fis-4838 443 1 comparison comparison NOUN fis-4838 443 2 of of ADP fis-4838 443 3 machine machine NOUN fis-4838 443 4 learning learn VERB fis-4838 443 5 methods method NOUN fis-4838 443 6 and and CCONJ fis-4838 443 7 finite finite ADJ fis-4838 443 8 element element NOUN fis-4838 443 9 analysis analysis NOUN fis-4838 443 10 on on ADP fis-4838 443 11 the the DET fis-4838 443 12 fracture fracture ADJ fis-4838 443 13 behavior behavior NOUN fis-4838 443 14 of of ADP fis-4838 443 15 polymer polymer NOUN fis-4838 443 16 composites composite NOUN fis-4838 443 17 , , PUNCT fis-4838 443 18 arch arch NOUN fis-4838 443 19 . . PUNCT fis-4838 444 1 appl appl PROPN fis-4838 444 2 . . PROPN fis-4838 444 3 mech mech PROPN fis-4838 444 4 . . PROPN fis-4838 444 5 , , PUNCT fis-4838 444 6 91(1 91(1 NUM fis-4838 444 7 ) ) PUNCT fis-4838 444 8 , , PUNCT fis-4838 444 9 pp pp ADJ fis-4838 444 10 . . PUNCT fis-4838 445 1 223–239 223–239 NUM fis-4838 445 2 , , PUNCT fis-4838 445 3 doi doi NOUN fis-4838 445 4 : : PUNCT fis-4838 445 5 10.1007 10.1007 NUM fis-4838 445 6 / / SYM fis-4838 445 7 s00419 s00419 PROPN fis-4838 445 8 - - PUNCT fis-4838 445 9 020 020 NUM fis-4838 445 10 - - PUNCT fis-4838 445 11 01765 01765 NUM fis-4838 445 12 - - SYM fis-4838 445 13 5 5 NUM fis-4838 445 14 . . PUNCT fis-4838 446 1 [ [ X fis-4838 446 2 35 35 NUM fis-4838 446 3 ] ] X fis-4838 446 4 pedregosa pedregosa PROPN fis-4838 446 5 , , PUNCT fis-4838 446 6 f. f. PROPN fis-4838 446 7 , , PUNCT fis-4838 446 8 weiss weiss PROPN fis-4838 446 9 , , PUNCT fis-4838 446 10 r. r. PROPN fis-4838 446 11 , , PUNCT fis-4838 446 12 brucher brucher ADJ fis-4838 446 13 , , PUNCT fis-4838 446 14 m. m. NOUN fis-4838 446 15 , , PUNCT fis-4838 446 16 varoquaux varoquaux PROPN fis-4838 446 17 , , PUNCT fis-4838 446 18 g. g. PROPN fis-4838 446 19 , , PUNCT fis-4838 446 20 gramfort gramfort NOUN fis-4838 446 21 , , PUNCT fis-4838 446 22 a. a. PROPN fis-4838 446 23 , , PUNCT fis-4838 446 24 michel michel PROPN fis-4838 446 25 , , PUNCT fis-4838 446 26 v. v. PROPN fis-4838 446 27 , , PUNCT fis-4838 446 28 thirion thirion NOUN fis-4838 446 29 , , PUNCT fis-4838 446 30 b. b. PROPN fis-4838 446 31 , , PUNCT fis-4838 446 32 grisel grisel PROPN fis-4838 446 33 , , PUNCT fis-4838 446 34 o. o. PROPN fis-4838 446 35 , , PUNCT fis-4838 446 36 blondel blondel NOUN fis-4838 446 37 , , PUNCT fis-4838 446 38 m. m. NOUN fis-4838 446 39 , , PUNCT fis-4838 446 40 prettenhofer prettenhofer NOUN fis-4838 446 41 , , PUNCT fis-4838 446 42 p. p. PROPN fis-4838 446 43 , , PUNCT fis-4838 446 44 weiss weiss PROPN fis-4838 446 45 , , PUNCT fis-4838 446 46 r. r. PROPN fis-4838 446 47 , , PUNCT fis-4838 446 48 dubourg dubourg NOUN fis-4838 446 49 , , PUNCT fis-4838 446 50 v. v. ADV fis-4838 446 51 , , PUNCT fis-4838 446 52 vanderplas vanderplas PROPN fis-4838 446 53 , , PUNCT fis-4838 446 54 j. j. PROPN fis-4838 446 55 , , PUNCT fis-4838 446 56 passos passos PROPN fis-4838 446 57 , , PUNCT fis-4838 446 58 a. a. NOUN fis-4838 446 59 , , PUNCT fis-4838 446 60 cournapeau cournapeau PROPN fis-4838 446 61 , , PUNCT fis-4838 446 62 d. d. PROPN fis-4838 446 63 , , PUNCT fis-4838 446 64 brucher brucher ADJ fis-4838 446 65 , , PUNCT fis-4838 446 66 m. m. NOUN fis-4838 446 67 , , PUNCT fis-4838 446 68 perrot perrot PROPN fis-4838 446 69 , , PUNCT fis-4838 446 70 m. m. NOUN fis-4838 446 71 , , PUNCT fis-4838 446 72 duchesnay duchesnay PROPN fis-4838 446 73 , , PUNCT fis-4838 446 74 é é NOUN fis-4838 446 75 . . PUNCT fis-4838 446 76 ( ( PUNCT fis-4838 446 77 2011 2011 NUM fis-4838 446 78 ) ) PUNCT fis-4838 446 79 . . PUNCT fis-4838 447 1 scikit scikit NOUN fis-4838 447 2 - - PUNCT fis-4838 447 3 learn learn VERB fis-4838 447 4 : : PUNCT fis-4838 447 5 machine machine NOUN fis-4838 447 6 learning learning NOUN fis-4838 447 7 in in ADP fis-4838 447 8 python python PROPN fis-4838 447 9 , , PUNCT fis-4838 447 10 j. j. PROPN fis-4838 447 11 mach mach PROPN fis-4838 447 12 . . PUNCT fis-4838 448 1 learn learn VERB fis-4838 448 2 . . PUNCT fis-4838 449 1 res re NOUN fis-4838 449 2 . . PROPN fis-4838 449 3 , , PUNCT fis-4838 449 4 12(85 12(85 NUM fis-4838 449 5 ) ) PUNCT fis-4838 449 6 , , PUNCT fis-4838 449 7 pp pp ADP fis-4838 449 8 . . PUNCT fis-4838 450 1 2825–2830 2825–2830 NUM fis-4838 450 2 . . PUNCT fis-4838 451 1 [ [ X fis-4838 451 2 36 36 NUM fis-4838 451 3 ] ] PUNCT fis-4838 451 4 aabid aabid NOUN fis-4838 451 5 , , PUNCT fis-4838 451 6 a. a. NOUN fis-4838 451 7 , , PUNCT fis-4838 451 8 hrairi hrairi NOUN fis-4838 451 9 , , PUNCT fis-4838 451 10 m. m. NOUN fis-4838 451 11 , , PUNCT fis-4838 451 12 abuzaid abuzaid ADJ fis-4838 451 13 , , PUNCT fis-4838 451 14 a. a. NOUN fis-4838 451 15 , , PUNCT fis-4838 451 16 syed syed ADJ fis-4838 451 17 , , PUNCT fis-4838 451 18 j. j. PROPN fis-4838 451 19 , , PUNCT fis-4838 451 20 ali ali PROPN fis-4838 451 21 , , PUNCT fis-4838 451 22 m. m. NOUN fis-4838 451 23 ( ( PUNCT fis-4838 451 24 2021 2021 NUM fis-4838 451 25 ) ) PUNCT fis-4838 451 26 . . PUNCT fis-4838 452 1 estimation estimation NOUN fis-4838 452 2 of of ADP fis-4838 452 3 stress stress NOUN fis-4838 452 4 intensity intensity NOUN fis-4838 452 5 factor factor NOUN fis-4838 452 6 reduction reduction NOUN fis-4838 452 7 for for ADP fis-4838 452 8 a a DET fis-4838 452 9 centercracked centercracke VERB fis-4838 452 10 plate plate NOUN fis-4838 452 11 integrated integrate VERB fis-4838 452 12 with with ADP fis-4838 452 13 piezoelectric piezoelectric ADJ fis-4838 452 14 actuator actuator NOUN fis-4838 452 15 and and CCONJ fis-4838 452 16 composite composite ADJ fis-4838 452 17 patch patch NOUN fis-4838 452 18 , , PUNCT fis-4838 452 19 thin thin ADJ fis-4838 452 20 - - PUNCT fis-4838 452 21 walled wall VERB fis-4838 452 22 struct struct NOUN fis-4838 452 23 . . PUNCT fis-4838 452 24 , , PUNCT fis-4838 452 25 158 158 NUM fis-4838 452 26 , , PUNCT fis-4838 452 27 pp pp ADJ fis-4838 452 28 . . PUNCT fis-4838 452 29 107030 107030 NUM fis-4838 452 30 , , PUNCT fis-4838 452 31 doi doi NOUN fis-4838 452 32 : : PUNCT fis-4838 452 33 10.1016 10.1016 NUM fis-4838 452 34 / / SYM fis-4838 452 35 j.tws.2020.107030 j.tws.2020.107030 PROPN fis-4838 452 36 . . PUNCT fis-4838 453 1 [ [ X fis-4838 453 2 37 37 NUM fis-4838 453 3 ] ] PUNCT fis-4838 453 4 abuzaid abuzaid ADJ fis-4838 453 5 , , PUNCT fis-4838 453 6 a. a. NOUN fis-4838 453 7 , , PUNCT fis-4838 453 8 hrairi hrairi NOUN fis-4838 453 9 , , PUNCT fis-4838 453 10 m. m. NOUN fis-4838 453 11 , , PUNCT fis-4838 453 12 dawood dawood PROPN fis-4838 453 13 , , PUNCT fis-4838 453 14 m.s m.s PROPN fis-4838 453 15 . . PROPN fis-4838 454 1 ( ( PUNCT fis-4838 454 2 2018 2018 NUM fis-4838 454 3 ) ) PUNCT fis-4838 454 4 . . PUNCT fis-4838 455 1 experimental experimental ADJ fis-4838 455 2 and and CCONJ fis-4838 455 3 numerical numerical ADJ fis-4838 455 4 analysis analysis NOUN fis-4838 455 5 of of ADP fis-4838 455 6 piezoelectric piezoelectric ADJ fis-4838 455 7 active active ADJ fis-4838 455 8 repair repair NOUN fis-4838 455 9 of of ADP fis-4838 455 10 edge edge NOUN fis-4838 455 11 - - PUNCT fis-4838 455 12 cracked crack VERB fis-4838 455 13 plate plate NOUN fis-4838 455 14 , , PUNCT fis-4838 455 15 j. j. PROPN fis-4838 455 16 intell intell PROPN fis-4838 455 17 . . PUNCT fis-4838 456 1 mater mater PROPN fis-4838 456 2 . . PUNCT fis-4838 457 1 syst syst PROPN fis-4838 457 2 . . PUNCT fis-4838 457 3 struct struct NOUN fis-4838 457 4 . . PUNCT fis-4838 457 5 , , PUNCT fis-4838 457 6 29(18 29(18 PROPN fis-4838 457 7 ) ) PUNCT fis-4838 457 8 , , PUNCT fis-4838 457 9 pp pp ADP fis-4838 457 10 . . PUNCT fis-4838 458 1 3656–3666 3656–3666 NUM fis-4838 458 2 , , PUNCT fis-4838 458 3 doi doi NOUN fis-4838 458 4 : : PUNCT fis-4838 458 5 10.1177/1045389x18798949 10.1177/1045389x18798949 NUM fis-4838 458 6 . . PUNCT fis-4838 459 1 < < X fis-4838 459 2 < < X fis-4838 459 3 /ascii85encodepages /ascii85encodepage NOUN fis-4838 459 4 false false ADJ fis-4838 459 5 /allowtransparency /allowtransparency NOUN fis-4838 459 6 false false ADJ fis-4838 459 7 /autopositionepsfiles /autopositionepsfile NOUN fis-4838 459 8 true true ADJ fis-4838 459 9 /autorotatepages /autorotatepage NOUN fis-4838 459 10 /none /none PUNCT fis-4838 459 11 /binding /binding PUNCT fis-4838 459 12 /left /left ADJ fis-4838 460 1 /calgrayprofile /calgrayprofile VERB fis-4838 460 2 ( ( PUNCT fis-4838 460 3 dot dot NOUN fis-4838 460 4 gain gain NOUN fis-4838 460 5 20 20 NUM fis-4838 460 6 % % NOUN fis-4838 460 7 ) ) PUNCT fis-4838 460 8 /calrgbprofile /calrgbprofile PUNCT fis-4838 461 1 ( ( PUNCT fis-4838 461 2 srgb srgb PROPN fis-4838 461 3 iec61966 iec61966 NOUN fis-4838 461 4 - - PUNCT fis-4838 461 5 2.1 2.1 NUM fis-4838 461 6 ) ) PUNCT fis-4838 461 7 /calcmykprofile /calcmykprofile PUNCT fis-4838 462 1 ( ( PUNCT fis-4838 462 2 u.s u.s PROPN fis-4838 462 3 . . PROPN fis-4838 462 4 web web NOUN fis-4838 462 5 coated coat VERB fis-4838 462 6 \050swop\051 \050swop\051 ADJ fis-4838 462 7 v2 v2 NOUN fis-4838 462 8 ) ) PUNCT fis-4838 462 9 /srgbprofile /srgbprofile PUNCT fis-4838 462 10 ( ( PUNCT fis-4838 462 11 srgb srgb PROPN fis-4838 462 12 iec61966 iec61966 NOUN fis-4838 462 13 - - PUNCT fis-4838 462 14 2.1 2.1 NUM fis-4838 462 15 ) ) PUNCT fis-4838 462 16 /cannotembedfontpolicy /cannotembedfontpolicy PUNCT fis-4838 463 1 /error /error INTJ fis-4838 463 2 /compatibilitylevel /compatibilitylevel NOUN fis-4838 464 1 1.4 1.4 NUM fis-4838 464 2 /compressobjects /compressobject NOUN fis-4838 464 3 /tags /tag VERB fis-4838 464 4 /compresspages /compresspage NOUN fis-4838 464 5 true true ADJ fis-4838 464 6 /convertimagestoindexed /convertimagestoindexed ADJ fis-4838 464 7 true true ADJ fis-4838 464 8 /passthroughjpegimages /passthroughjpegimage NOUN fis-4838 464 9 true true ADJ fis-4838 464 10 /createjobticket /createjobticket NOUN fis-4838 464 11 false false ADJ fis-4838 464 12 /defaultrenderingintent /defaultrenderingintent NOUN fis-4838 464 13 /default /default PUNCT fis-4838 464 14 /detectblends /detectblend NOUN fis-4838 464 15 true true ADJ fis-4838 464 16 /detectcurves /detectcurve VERB fis-4838 465 1 0.0000 0.0000 NUM fis-4838 465 2 /colorconversionstrategy /colorconversionstrategy NOUN fis-4838 465 3 /cmyk /cmyk PUNCT fis-4838 466 1 /dothumbnails /dothumbnail VERB fis-4838 467 1 false false ADJ fis-4838 467 2 /embedallfonts /embedallfont NOUN fis-4838 467 3 true true ADJ fis-4838 467 4 /embedopentype /embedopentype PUNCT fis-4838 467 5 false false ADJ fis-4838 467 6 /parseiccprofilesincomments /parseiccprofilesincomment NOUN fis-4838 467 7 true true ADJ fis-4838 467 8 /embedjoboptions /embedjoboption NOUN fis-4838 467 9 true true ADJ fis-4838 467 10 /dscreportinglevel /dscreportinglevel NOUN fis-4838 467 11 0 0 NUM fis-4838 467 12 /emitdscwarnings /emitdscwarning NOUN fis-4838 467 13 false false ADJ fis-4838 467 14 /endpage /endpage NOUN fis-4838 467 15 -1 -1 NOUN fis-4838 467 16 /imagememory /imagememory NUM fis-4838 467 17 1048576 1048576 NUM fis-4838 467 18 /lockdistillerparams /lockdistillerparams NOUN fis-4838 467 19 false false ADJ fis-4838 467 20 /maxsubsetpct /maxsubsetpct ADJ fis-4838 467 21 100 100 NUM fis-4838 467 22 /optimize /optimize NOUN fis-4838 467 23 true true ADJ fis-4838 467 24 /opm /opm NOUN fis-4838 467 25 1 1 NUM fis-4838 467 26 /parsedsccomments /parsedsccomment NOUN fis-4838 467 27 true true ADJ fis-4838 467 28 /parsedsccommentsfordocinfo /parsedsccommentsfordocinfo VERB fis-4838 467 29 true true ADJ fis-4838 467 30 /preservecopypage /preservecopypage NOUN fis-4838 467 31 true true ADJ fis-4838 467 32 /preservedicmykvalues /preservedicmykvalue NOUN fis-4838 467 33 true true ADJ fis-4838 467 34 /preserveepsinfo /preserveepsinfo NOUN fis-4838 467 35 true true ADJ fis-4838 467 36 /preserveflatness /preserveflatness NOUN fis-4838 467 37 true true ADJ fis-4838 467 38 /preservehalftoneinfo /preservehalftoneinfo PUNCT fis-4838 467 39 false false ADJ fis-4838 467 40 /preserveopicomments /preserveopicomment NOUN fis-4838 467 41 true true ADJ fis-4838 467 42 /preserveoverprintsettings /preserveoverprintsetting NOUN fis-4838 467 43 true true ADJ fis-4838 467 44 /startpage /startpage NOUN fis-4838 467 45 1 1 NUM fis-4838 467 46 /subsetfonts /subsetfont NOUN fis-4838 467 47 true true ADJ fis-4838 467 48 /transferfunctioninfo /transferfunctioninfo PUNCT fis-4838 467 49 /apply /apply PUNCT fis-4838 467 50 /ucrandbginfo /ucrandbginfo PUNCT fis-4838 468 1 /preserve /preserve NOUN fis-4838 468 2 /useprologue /useprologue NOUN fis-4838 468 3 false false ADJ fis-4838 468 4 /colorsettingsfile /colorsettingsfile NOUN fis-4838 468 5 ( ( PUNCT fis-4838 468 6 ) ) PUNCT fis-4838 468 7 /alwaysembed /alwaysembe VERB fis-4838 468 8 [ [ PUNCT fis-4838 468 9 true true ADJ fis-4838 468 10 ] ] PUNCT fis-4838 468 11 /neverembed /neverembed PUNCT fis-4838 469 1 [ [ PUNCT fis-4838 469 2 true true ADJ fis-4838 469 3 ] ] PUNCT fis-4838 469 4 /antialiascolorimages /antialiascolorimages X fis-4838 469 5 false false ADJ fis-4838 469 6 /cropcolorimages /cropcolorimages PUNCT fis-4838 469 7 true true ADJ fis-4838 469 8 /colorimageminresolution /colorimageminresolution PUNCT fis-4838 469 9 300 300 NUM fis-4838 469 10 /colorimageminresolutionpolicy /colorimageminresolutionpolicy NOUN fis-4838 469 11 /ok /ok ADJ fis-4838 470 1 /downsamplecolorimages /downsamplecolorimage VERB fis-4838 471 1 true true ADJ fis-4838 471 2 /colorimagedownsampletype /colorimagedownsampletype PUNCT fis-4838 471 3 /bicubic /bicubic NOUN fis-4838 471 4 /colorimageresolution /colorimageresolution NOUN fis-4838 472 1 300 300 NUM fis-4838 472 2 /colorimagedepth /colorimagedepth PRON fis-4838 472 3 -1 -1 INTJ fis-4838 472 4 /colorimagemindownsampledepth /colorimagemindownsampledepth SYM fis-4838 472 5 1 1 NUM fis-4838 472 6 /colorimagedownsamplethreshold /colorimagedownsamplethreshold SYM fis-4838 472 7 1.50000 1.50000 NUM fis-4838 472 8 /encodecolorimages /encodecolorimage NOUN fis-4838 472 9 true true ADJ fis-4838 472 10 /colorimagefilter /colorimagefilter PUNCT fis-4838 472 11 /dctencode /dctencode PUNCT fis-4838 473 1 /autofiltercolorimages /autofiltercolorimage NOUN fis-4838 473 2 true true ADJ fis-4838 473 3 /colorimageautofilterstrategy /colorimageautofilterstrategy PUNCT fis-4838 473 4 /jpeg /jpeg PUNCT fis-4838 473 5 /coloracsimagedict /coloracsimagedict PUNCT fis-4838 474 1 < < X fis-4838 474 2 < < X fis-4838 474 3 /qfactor /qfactor NOUN fis-4838 474 4 0.15 0.15 NUM fis-4838 474 5 /hsamples /hsample NOUN fis-4838 475 1 [ [ X fis-4838 475 2 1 1 NUM fis-4838 475 3 1 1 NUM fis-4838 475 4 1 1 NUM fis-4838 475 5 1 1 NUM fis-4838 475 6 ] ] PUNCT fis-4838 475 7 /vsamples /vsample NOUN fis-4838 476 1 [ [ X fis-4838 476 2 1 1 NUM fis-4838 476 3 1 1 NUM fis-4838 476 4 1 1 NUM fis-4838 476 5 1 1 NUM fis-4838 476 6 ] ] PUNCT fis-4838 476 7 > > PUNCT fis-4838 476 8 > > X fis-4838 476 9 /colorimagedict /colorimagedict PUNCT fis-4838 477 1 < < X fis-4838 477 2 < < X fis-4838 477 3 /qfactor /qfactor NOUN fis-4838 477 4 0.15 0.15 NUM fis-4838 477 5 /hsamples /hsample NOUN fis-4838 478 1 [ [ X fis-4838 478 2 1 1 NUM fis-4838 478 3 1 1 NUM fis-4838 478 4 1 1 NUM fis-4838 478 5 1 1 NUM fis-4838 478 6 ] ] PUNCT fis-4838 478 7 /vsamples /vsample NOUN fis-4838 479 1 [ [ X fis-4838 479 2 1 1 NUM fis-4838 479 3 1 1 NUM fis-4838 479 4 1 1 NUM fis-4838 479 5 1 1 NUM fis-4838 479 6 ] ] PUNCT fis-4838 479 7 > > PUNCT fis-4838 479 8 > > X fis-4838 479 9 /jpeg2000coloracsimagedict /jpeg2000coloracsimagedict PUNCT fis-4838 480 1 < < X fis-4838 480 2 < < X fis-4838 480 3 /tilewidth /tilewidth PUNCT fis-4838 480 4 256 256 NUM fis-4838 480 5 /tileheight /tileheight NUM fis-4838 480 6 256 256 NUM fis-4838 480 7 /quality /quality NOUN fis-4838 480 8 30 30 NUM fis-4838 480 9 > > PUNCT fis-4838 480 10 > > X fis-4838 480 11 /jpeg2000colorimagedict /jpeg2000colorimagedict PUNCT fis-4838 480 12 < < X fis-4838 480 13 < < X fis-4838 480 14 /tilewidth /tilewidth PUNCT fis-4838 480 15 256 256 NUM fis-4838 480 16 /tileheight /tileheight NUM fis-4838 480 17 256 256 NUM fis-4838 480 18 /quality /quality NOUN fis-4838 480 19 30 30 NUM fis-4838 480 20 > > PUNCT fis-4838 480 21 > > X fis-4838 480 22 /antialiasgrayimages /antialiasgrayimages X fis-4838 480 23 false false ADJ fis-4838 480 24 /cropgrayimages /cropgrayimage NOUN fis-4838 480 25 true true ADJ fis-4838 480 26 /grayimageminresolution /grayimageminresolution ADV fis-4838 480 27 300 300 NUM fis-4838 480 28 /grayimageminresolutionpolicy /grayimageminresolutionpolicy NOUN fis-4838 480 29 /ok /ok ADJ fis-4838 480 30 /downsamplegrayimages /downsamplegrayimages PUNCT fis-4838 481 1 true true ADJ fis-4838 481 2 /grayimagedownsampletype /grayimagedownsampletype INTJ fis-4838 481 3 /bicubic /bicubic NOUN fis-4838 481 4 /grayimageresolution /grayimageresolution NOUN fis-4838 481 5 300 300 NUM fis-4838 481 6 /grayimagedepth /grayimagedepth PUNCT fis-4838 481 7 -1 -1 PUNCT fis-4838 481 8 /grayimagemindownsampledepth /grayimagemindownsampledepth PUNCT fis-4838 482 1 2 2 NUM fis-4838 482 2 /grayimagedownsamplethreshold /grayimagedownsamplethreshold NUM fis-4838 482 3 1.50000 1.50000 NUM fis-4838 482 4 /encodegrayimages /encodegrayimage NOUN fis-4838 482 5 true true ADJ fis-4838 482 6 /grayimagefilter /grayimagefilter NOUN fis-4838 482 7 /dctencode /dctencode PUNCT fis-4838 483 1 /autofiltergrayimages /autofiltergrayimages VERB fis-4838 483 2 true true ADJ fis-4838 483 3 /grayimageautofilterstrategy /grayimageautofilterstrategy INTJ fis-4838 483 4 /jpeg /jpeg PUNCT fis-4838 483 5 /grayacsimagedict /grayacsimagedict PUNCT fis-4838 484 1 < < X fis-4838 484 2 < < X fis-4838 484 3 /qfactor /qfactor NOUN fis-4838 484 4 0.15 0.15 NUM fis-4838 484 5 /hsamples /hsample NOUN fis-4838 485 1 [ [ X fis-4838 485 2 1 1 NUM fis-4838 485 3 1 1 NUM fis-4838 485 4 1 1 NUM fis-4838 485 5 1 1 NUM fis-4838 485 6 ] ] PUNCT fis-4838 485 7 /vsamples /vsample NOUN fis-4838 486 1 [ [ X fis-4838 486 2 1 1 NUM fis-4838 486 3 1 1 NUM fis-4838 486 4 1 1 NUM fis-4838 486 5 1 1 NUM fis-4838 486 6 ] ] PUNCT fis-4838 486 7 > > PUNCT fis-4838 486 8 > > X fis-4838 486 9 /grayimagedict /grayimagedict PUNCT fis-4838 487 1 < < X fis-4838 487 2 < < X fis-4838 487 3 /qfactor /qfactor NOUN fis-4838 487 4 0.15 0.15 NUM fis-4838 487 5 /hsamples /hsample NOUN fis-4838 488 1 [ [ X fis-4838 488 2 1 1 NUM fis-4838 488 3 1 1 NUM fis-4838 488 4 1 1 NUM fis-4838 488 5 1 1 NUM fis-4838 488 6 ] ] PUNCT fis-4838 488 7 /vsamples /vsample NOUN fis-4838 489 1 [ [ X fis-4838 489 2 1 1 NUM fis-4838 489 3 1 1 NUM fis-4838 489 4 1 1 NUM fis-4838 489 5 1 1 NUM fis-4838 489 6 ] ] PUNCT fis-4838 489 7 > > X fis-4838 489 8 > > X fis-4838 489 9 /jpeg2000grayacsimagedict /jpeg2000grayacsimagedict PUNCT fis-4838 490 1 < < X fis-4838 490 2 < < X fis-4838 490 3 /tilewidth /tilewidth PUNCT fis-4838 490 4 256 256 NUM fis-4838 490 5 /tileheight /tileheight NUM fis-4838 490 6 256 256 NUM fis-4838 490 7 /quality /quality NOUN fis-4838 490 8 30 30 NUM fis-4838 490 9 > > PUNCT fis-4838 490 10 > > X fis-4838 490 11 /jpeg2000grayimagedict /jpeg2000grayimagedict PUNCT fis-4838 490 12 < < X fis-4838 490 13 < < X fis-4838 490 14 /tilewidth /tilewidth PUNCT fis-4838 490 15 256 256 NUM fis-4838 490 16 /tileheight /tileheight NUM fis-4838 490 17 256 256 NUM fis-4838 490 18 /quality /quality NOUN fis-4838 490 19 30 30 NUM fis-4838 490 20 > > PUNCT fis-4838 490 21 > > X fis-4838 490 22 /antialiasmonoimages /antialiasmonoimage NOUN fis-4838 490 23 false false ADJ fis-4838 490 24 /cropmonoimages /cropmonoimage NOUN fis-4838 490 25 true true ADJ fis-4838 490 26 /monoimageminresolution /monoimageminresolution NUM fis-4838 490 27 1200 1200 NUM fis-4838 490 28 /monoimageminresolutionpolicy /monoimageminresolutionpolicy PUNCT fis-4838 491 1 /ok /ok PROPN fis-4838 491 2 /downsamplemonoimages /downsamplemonoimage VERB fis-4838 492 1 true true ADJ fis-4838 492 2 /monoimagedownsampletype /monoimagedownsampletype PUNCT fis-4838 492 3 /bicubic /bicubic NOUN fis-4838 492 4 /monoimageresolution /monoimageresolution NOUN fis-4838 492 5 1200 1200 NUM fis-4838 492 6 /monoimagedepth /monoimagedepth PRON fis-4838 492 7 -1 -1 PUNCT fis-4838 493 1 /monoimagedownsamplethreshold /monoimagedownsamplethreshold PUNCT fis-4838 493 2 1.50000 1.50000 NUM fis-4838 493 3 /encodemonoimages /encodemonoimage NOUN fis-4838 493 4 true true ADJ fis-4838 493 5 /monoimagefilter /monoimagefilter ADP fis-4838 493 6 /ccittfaxencode /ccittfaxencode INTJ fis-4838 493 7 /monoimagedict /monoimagedict PUNCT fis-4838 494 1 < < X fis-4838 494 2 < < X fis-4838 494 3 /k /k PUNCT fis-4838 494 4 -1 -1 INTJ fis-4838 494 5 > > PUNCT fis-4838 494 6 > > X fis-4838 494 7 /allowpsxobjects /allowpsxobjects PROPN fis-4838 494 8 false false ADJ fis-4838 494 9 /checkcompliance /checkcompliance NOUN fis-4838 494 10 [ [ PUNCT fis-4838 494 11 /none /none X fis-4838 494 12 ] ] PUNCT fis-4838 494 13 /pdfx1acheck /pdfx1acheck PUNCT fis-4838 494 14 false false ADJ fis-4838 494 15 /pdfx3check /pdfx3check PUNCT fis-4838 494 16 false false ADJ fis-4838 494 17 /pdfxcompliantpdfonly /pdfxcompliantpdfonly ADV fis-4838 494 18 false false ADJ fis-4838 494 19 /pdfxnotrimboxerror /pdfxnotrimboxerror NOUN fis-4838 494 20 true true ADJ fis-4838 494 21 /pdfxtrimboxtomediaboxoffset /pdfxtrimboxtomediaboxoffset NOUN fis-4838 494 22 [ [ PUNCT fis-4838 494 23 0.00000 0.00000 NUM fis-4838 494 24 0.00000 0.00000 NUM fis-4838 494 25 0.00000 0.00000 NUM fis-4838 494 26 0.00000 0.00000 NUM fis-4838 494 27 ] ] PUNCT fis-4838 494 28 /pdfxsetbleedboxtomediabox /pdfxsetbleedboxtomediabox PUNCT fis-4838 495 1 true true ADJ fis-4838 495 2 /pdfxbleedboxtotrimboxoffset /pdfxbleedboxtotrimboxoffset PUNCT fis-4838 495 3 [ [ PUNCT fis-4838 495 4 0.00000 0.00000 NUM fis-4838 495 5 0.00000 0.00000 NUM fis-4838 495 6 0.00000 0.00000 NUM fis-4838 495 7 0.00000 0.00000 NUM fis-4838 495 8 ] ] PUNCT fis-4838 495 9 /pdfxoutputintentprofile /pdfxoutputintentprofile PUNCT fis-4838 496 1 ( ( PUNCT fis-4838 496 2 ) ) PUNCT fis-4838 496 3 /pdfxoutputconditionidentifier /pdfxoutputconditionidentifi ADJ fis-4838 496 4 ( ( PUNCT fis-4838 496 5 ) ) PUNCT fis-4838 496 6 /pdfxoutputcondition /pdfxoutputcondition PRON fis-4838 496 7 ( ( PUNCT fis-4838 496 8 ) ) PUNCT fis-4838 496 9 /pdfxregistryname /pdfxregistryname PUNCT fis-4838 496 10 ( ( PUNCT fis-4838 496 11 ) ) PUNCT fis-4838 496 12 /pdfxtrapped /pdfxtrapped PUNCT fis-4838 496 13 /false /false INTJ fis-4838 497 1 /createjdffile /createjdffile INTJ fis-4838 497 2 false false ADJ fis-4838 497 3 /description /description NOUN fis-4838 498 1 < < X fis-4838 498 2 < < X fis-4838 498 3 /ara /ara PUNCT fis-4838 498 4 < < X fis-4838 498 5 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 X fis-4838 498 6 > > X fis-4838 498 7 /bgr /bgr PUNCT fis-4838 499 1 < < X fis-4838 499 2 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 X fis-4838 499 3 > > X fis-4838 499 4 /chs /chs PUNCT fis-4838 500 1 < < X fis-4838 500 2 feff4f7f75288fd94e9b8bbe5b9a521b5efa7684002000410064006f006200650020005000440046002065876863900275284e8e9ad88d2891cf76845370524d53705237300260a853ef4ee54f7f75280020004100630072006f0062006100740020548c002000410064006f00620065002000520065006100640065007200200035002e003000204ee553ca66f49ad87248672c676562535f00521b5efa768400200050004400460020658768633002 feff4f7f75288fd94e9b8bbe5b9a521b5efa7684002000410064006f006200650020005000440046002065876863900275284e8e9ad88d2891cf76845370524d53705237300260a853ef4ee54f7f75280020004100630072006f0062006100740020548c002000410064006f00620065002000520065006100640065007200200035002e003000204ee553ca66f49ad87248672c676562535f00521b5efa768400200050004400460020658768633002 NOUN fis-4838 500 3 > > X fis-4838 500 4 /cht /cht PUNCT fis-4838 501 1 < < X fis-4838 501 2 feff4f7f752890194e9b8a2d7f6e5efa7acb7684002000410064006f006200650020005000440046002065874ef69069752865bc9ad854c18cea76845370524d5370523786557406300260a853ef4ee54f7f75280020004100630072006f0062006100740020548c002000410064006f00620065002000520065006100640065007200200035002e003000204ee553ca66f49ad87248672c4f86958b555f5df25efa7acb76840020005000440046002065874ef63002 feff4f7f752890194e9b8a2d7f6e5efa7acb7684002000410064006f006200650020005000440046002065874ef69069752865bc9ad854c18cea76845370524d5370523786557406300260a853ef4ee54f7f75280020004100630072006f0062006100740020548c002000410064006f00620065002000520065006100640065007200200035002e003000204ee553ca66f49ad87248672c4f86958b555f5df25efa7acb76840020005000440046002065874ef63002 X fis-4838 501 3 > > X fis-4838 501 4 /cze /cze PUNCT fis-4838 502 1 < < X fis-4838 502 2 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 X fis-4838 502 3 > > X fis-4838 502 4 /dan /dan PUNCT fis-4838 503 1 < < X fis-4838 504 1 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 X fis-4838 504 2 > > X fis-4838 504 3 /deu /deu PUNCT fis-4838 504 4 < < X fis-4838 504 5 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 X fis-4838 504 6 > > X fis-4838 504 7 /esp /esp PUNCT fis-4838 504 8 < < X fis-4838 504 9 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 X fis-4838 504 10 > > X fis-4838 504 11 /eti /eti X fis-4838 505 1 < < X fis-4838 505 2 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 X fis-4838 505 3 > > X fis-4838 505 4 /fra /fra PUNCT fis-4838 506 1 < < X fis-4838 506 2 feff005500740069006c006900730065007a00200063006500730020006f007000740069006f006e00730020006100660069006e00200064006500200063007200e900650072002000640065007300200064006f00630075006d0065006e00740073002000410064006f00620065002000500044004600200070006f0075007200200075006e00650020007100750061006c0069007400e90020006400270069006d007000720065007300730069006f006e00200070007200e9007000720065007300730065002e0020004c0065007300200064006f00630075006d0065006e00740073002000500044004600200063007200e900e90073002000700065007500760065006e0074002000ea0074007200650020006f007500760065007200740073002000640061006e00730020004100630072006f006200610074002c002000610069006e00730069002000710075002700410064006f00620065002000520065006100640065007200200035002e0030002000650074002000760065007200730069006f006e007300200075006c007400e90072006900650075007200650073002e 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 X fis-4838 506 3 > > X fis-4838 506 4 /gre /gre PUNCT fis-4838 506 5 < < X fis-4838 506 6 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 NOUN fis-4838 506 7 > > X fis-4838 506 8 /heb /heb X fis-4838 506 9 < < X fis-4838 506 10 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 X fis-4838 506 11 > > X fis-4838 506 12 /hrv /hrv PROPN fis-4838 507 1 ( ( PUNCT fis-4838 507 2 za za PROPN fis-4838 507 3 stvaranje stvaranje PROPN fis-4838 507 4 adobe adobe PROPN fis-4838 507 5 pdf pdf PROPN fis-4838 507 6 dokumenata dokumenata PROPN fis-4838 507 7 najpogodnijih najpogodnijih PROPN fis-4838 507 8 za za PROPN fis-4838 507 9 visokokvalitetni visokokvalitetni VERB fis-4838 507 10 ispis ispis ADJ fis-4838 507 11 prije prije NOUN fis-4838 507 12 tiskanja tiskanja PROPN fis-4838 507 13 koristite koristite PROPN fis-4838 507 14 ove ove NOUN fis-4838 507 15 postavke postavke NOUN fis-4838 507 16 . . PUNCT fis-4838 508 1 stvoreni stvoreni ADJ fis-4838 508 2 pdf pdf NOUN fis-4838 508 3 dokumenti dokumenti PROPN fis-4838 508 4 mogu mogu PROPN fis-4838 508 5 se se X fis-4838 508 6 otvoriti otvoriti PROPN fis-4838 508 7 acrobat acrobat PROPN fis-4838 509 1 i i PRON fis-4838 509 2 adobe adobe PROPN fis-4838 509 3 reader reader PROPN fis-4838 509 4 5.0 5.0 NUM fis-4838 509 5 i i PRON fis-4838 509 6 kasnijim kasnijim VERB fis-4838 509 7 verzijama verzijama NOUN fis-4838 509 8 . . PUNCT fis-4838 509 9 ) ) PUNCT fis-4838 510 1 /hun /hun PUNCT fis-4838 511 1 < < X fis-4838 511 2 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 X fis-4838 511 3 > > X fis-4838 511 4 /ita /ita PUNCT fis-4838 512 1 < < X fis-4838 512 2 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 X fis-4838 512 3 > > X fis-4838 512 4 /jpn /jpn PROPN fis-4838 513 1 < < X fis-4838 513 2 feff9ad854c18cea306a30d730ea30d730ec30b951fa529b7528002000410064006f0062006500200050004400460020658766f8306e4f5c6210306b4f7f75283057307e305930023053306e8a2d5b9a30674f5c62103055308c305f0020005000440046002030d530a130a430eb306f3001004100630072006f0062006100740020304a30883073002000410064006f00620065002000520065006100640065007200200035002e003000204ee5964d3067958b304f30533068304c3067304d307e305930023053306e8a2d5b9a306b306f30d530a930f330c8306e57cb30818fbc307f304c5fc59808306730593002 feff9ad854c18cea306a30d730ea30d730ec30b951fa529b7528002000410064006f0062006500200050004400460020658766f8306e4f5c6210306b4f7f75283057307e305930023053306e8a2d5b9a30674f5c62103055308c305f0020005000440046002030d530a130a430eb306f3001004100630072006f0062006100740020304a30883073002000410064006f00620065002000520065006100640065007200200035002e003000204ee5964d3067958b304f30533068304c3067304d307e305930023053306e8a2d5b9a306b306f30d530a930f330c8306e57cb30818fbc307f304c5fc59808306730593002 X fis-4838 513 3 > > X fis-4838 513 4 /kor /kor PUNCT fis-4838 514 1 < < X fis-4838 514 2 feffc7740020c124c815c7440020c0acc6a9d558c5ec0020ace0d488c9c80020c2dcd5d80020c778c1c4c5d00020ac00c7a50020c801d569d55c002000410064006f0062006500200050004400460020bb38c11cb97c0020c791c131d569b2c8b2e4002e0020c774b807ac8c0020c791c131b41c00200050004400460020bb38c11cb2940020004100630072006f0062006100740020bc0f002000410064006f00620065002000520065006100640065007200200035002e00300020c774c0c1c5d0c11c0020c5f40020c2180020c788c2b5b2c8b2e4002e feffc7740020c124c815c7440020c0acc6a9d558c5ec0020ace0d488c9c80020c2dcd5d80020c778c1c4c5d00020ac00c7a50020c801d569d55c002000410064006f0062006500200050004400460020bb38c11cb97c0020c791c131d569b2c8b2e4002e0020c774b807ac8c0020c791c131b41c00200050004400460020bb38c11cb2940020004100630072006f0062006100740020bc0f002000410064006f00620065002000520065006100640065007200200035002e00300020c774c0c1c5d0c11c0020c5f40020c2180020c788c2b5b2c8b2e4002e X fis-4838 514 3 > > X fis-4838 514 4 /lth /lth PUNCT fis-4838 515 1 < < X fis-4838 515 2 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 X fis-4838 515 3 > > X fis-4838 515 4 /lvi /lvi PUNCT fis-4838 516 1 < < X fis-4838 516 2 feff0049007a006d0061006e0074006f006a00690065007400200161006f00730020006900650073007400610074012b006a0075006d00750073002c0020006c0061006900200076006500690064006f00740075002000410064006f00620065002000500044004600200064006f006b0075006d0065006e007400750073002c0020006b006100730020006900720020012b00700061016100690020007000690065006d01130072006f00740069002000610075006700730074006100730020006b00760061006c0069007401010074006500730020007000690072006d007300690065007300700069006501610061006e006100730020006400720075006b00610069002e00200049007a0076006500690064006f006a006900650074002000500044004600200064006f006b0075006d0065006e007400750073002c0020006b006f002000760061007200200061007400760113007200740020006100720020004100630072006f00620061007400200075006e002000410064006f00620065002000520065006100640065007200200035002e0030002c0020006b0101002000610072012b00200074006f0020006a00610075006e0101006b0101006d002000760065007200730069006a0101006d002e 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 X fis-4838 516 3 > > X fis-4838 516 4 /nld /nld PUNCT fis-4838 517 1 ( ( PUNCT fis-4838 517 2 gebruik gebruik NOUN fis-4838 517 3 deze deze PROPN fis-4838 517 4 instellingen instellingen PROPN fis-4838 517 5 om om PROPN fis-4838 517 6 adobe adobe PROPN fis-4838 517 7 pdf pdf PROPN fis-4838 517 8 - - PUNCT fis-4838 517 9 documenten documenten NOUN fis-4838 517 10 te te ADP fis-4838 517 11 maken maken PROPN fis-4838 517 12 die die PROPN fis-4838 517 13 zijn zijn PROPN fis-4838 517 14 geoptimaliseerd geoptimaliseerd PROPN fis-4838 517 15 voor voor NOUN fis-4838 517 16 prepress prepress NOUN fis-4838 517 17 - - PUNCT fis-4838 517 18 afdrukken afdrukken VERB fis-4838 517 19 van van PROPN fis-4838 517 20 hoge hoge PROPN fis-4838 517 21 kwaliteit kwaliteit PROPN fis-4838 517 22 . . PUNCT fis-4838 518 1 de de PROPN fis-4838 518 2 gemaakte gemaakte PROPN fis-4838 518 3 pdf pdf NOUN fis-4838 518 4 - - PUNCT fis-4838 518 5 documenten documenten NOUN fis-4838 518 6 kunnen kunnen PROPN fis-4838 518 7 worden worden PROPN fis-4838 518 8 geopend geopend PROPN fis-4838 518 9 met meet VERB fis-4838 518 10 acrobat acrobat PROPN fis-4838 518 11 en en PROPN fis-4838 518 12 adobe adobe PROPN fis-4838 518 13 reader reader PROPN fis-4838 518 14 5.0 5.0 NUM fis-4838 518 15 en en ADP fis-4838 518 16 hoger hoger NOUN fis-4838 518 17 . . PUNCT fis-4838 518 18 ) ) PUNCT fis-4838 519 1 /nor /nor PUNCT fis-4838 520 1 < < X fis-4838 520 2 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 X fis-4838 520 3 > > X fis-4838 520 4 /pol /pol PUNCT fis-4838 521 1 < < X fis-4838 521 2 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 X fis-4838 521 3 > > X fis-4838 521 4 /ptb /ptb PROPN fis-4838 521 5 < < X fis-4838 521 6 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 X fis-4838 521 7 > > X fis-4838 521 8 /rum /rum X fis-4838 521 9 < < X fis-4838 521 10 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 X fis-4838 521 11 > > X fis-4838 521 12 /rus /rus PUNCT fis-4838 521 13 < < X fis-4838 521 14 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 X fis-4838 521 15 > > X fis-4838 521 16 /sky /sky PUNCT fis-4838 522 1 < < X fis-4838 522 2 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 X fis-4838 522 3 > > X fis-4838 522 4 /slv /slv X fis-4838 522 5 < < X fis-4838 522 6 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 X fis-4838 522 7 > > X fis-4838 522 8 /suo /suo PROPN fis-4838 523 1 < < AUX fis-4838 523 2 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 feff004b00e40079007400e40020006e00e40069007400e4002000610073006500740075006b007300690061002c0020006b0075006e0020006c0075006f00740020006c00e400680069006e006e00e4002000760061006100740069007600610061006e0020007000610069006e006100740075006b00730065006e002000760061006c006d0069007300740065006c00750074007900f6006800f6006e00200073006f00700069007600690061002000410064006f0062006500200050004400460020002d0064006f006b0075006d0065006e007400740065006a0061002e0020004c0075006f0064007500740020005000440046002d0064006f006b0075006d0065006e00740069007400200076006f0069006400610061006e0020006100760061007400610020004100630072006f0062006100740069006c006c00610020006a0061002000410064006f00620065002000520065006100640065007200200035002e0030003a006c006c00610020006a006100200075007500640065006d006d0069006c006c0061002e X fis-4838 523 3 > > X fis-4838 523 4 /sve /sve PROPN fis-4838 523 5 < < X fis-4838 523 6 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 X fis-4838 523 7 > > X fis-4838 523 8 /tur /tur X fis-4838 523 9 < < X fis-4838 523 10 feff005900fc006b00730065006b0020006b0061006c006900740065006c0069002000f6006e002000790061007a006401310072006d00610020006200610073006b013100730131006e006100200065006e0020006900790069002000750079006100620069006c006500630065006b002000410064006f006200650020005000440046002000620065006c00670065006c0065007200690020006f006c0075015f007400750072006d0061006b0020006900e70069006e00200062007500200061007900610072006c0061007201310020006b0075006c006c0061006e0131006e002e00200020004f006c0075015f0074007500720075006c0061006e0020005000440046002000620065006c00670065006c0065007200690020004100630072006f006200610074002000760065002000410064006f00620065002000520065006100640065007200200035002e003000200076006500200073006f006e0072006100730131006e00640061006b00690020007300fc007200fc006d006c00650072006c00650020006100e70131006c006100620069006c00690072002e 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 PROPN fis-4838 523 11 > > X fis-4838 523 12 /ukr /ukr X fis-4838 523 13 < < X fis-4838 523 14 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 X fis-4838 523 15 > > X fis-4838 523 16 /enu /enu PUNCT fis-4838 523 17 ( ( PUNCT fis-4838 523 18 use use VERB fis-4838 523 19 these these DET fis-4838 523 20 settings setting NOUN fis-4838 523 21 to to PART fis-4838 523 22 create create VERB fis-4838 523 23 adobe adobe PROPN fis-4838 523 24 pdf pdf PROPN fis-4838 523 25 documents document NOUN fis-4838 523 26 best well ADV fis-4838 523 27 suited suit VERB fis-4838 523 28 for for ADP fis-4838 523 29 high high ADJ fis-4838 523 30 - - PUNCT fis-4838 523 31 quality quality NOUN fis-4838 523 32 prepress prepress NOUN fis-4838 523 33 printing printing NOUN fis-4838 523 34 . . PUNCT fis-4838 524 1 created create VERB fis-4838 524 2 pdf pdf NOUN fis-4838 524 3 documents document NOUN fis-4838 524 4 can can AUX fis-4838 524 5 be be AUX fis-4838 524 6 opened open VERB fis-4838 524 7 with with ADP fis-4838 524 8 acrobat acrobat PROPN fis-4838 524 9 and and CCONJ fis-4838 524 10 adobe adobe PROPN fis-4838 524 11 reader reader PROPN fis-4838 524 12 5.0 5.0 NUM fis-4838 524 13 and and CCONJ fis-4838 524 14 later later ADV fis-4838 524 15 . . PUNCT fis-4838 524 16 ) ) PUNCT fis-4838 525 1 > > PUNCT fis-4838 525 2 > > X fis-4838 525 3 /namespace /namespace PUNCT fis-4838 526 1 [ [ PUNCT fis-4838 526 2 ( ( PUNCT fis-4838 526 3 adobe adobe PROPN fis-4838 526 4 ) ) PUNCT fis-4838 526 5 ( ( PUNCT fis-4838 526 6 common common ADJ fis-4838 526 7 ) ) PUNCT fis-4838 526 8 ( ( PUNCT fis-4838 526 9 1.0 1.0 NUM fis-4838 526 10 ) ) PUNCT fis-4838 526 11 ] ] PUNCT fis-4838 527 1 /othernamespaces /othernamespace VERB fis-4838 527 2 [ [ PUNCT fis-4838 527 3 < < X fis-4838 527 4 < < X fis-4838 527 5 /asreaderspreads /asreaderspreads X fis-4838 527 6 false false ADJ fis-4838 527 7 /cropimagestoframes /cropimagestoframe NOUN fis-4838 527 8 true true ADJ fis-4838 527 9 /errorcontrol /errorcontrol NOUN fis-4838 528 1 /warnandcontinue /warnandcontinue PUNCT fis-4838 528 2 /flattenerignorespreadoverrides /flattenerignorespreadoverride NOUN fis-4838 528 3 false false ADJ fis-4838 528 4 /includeguidesgrids /includeguidesgrid NOUN fis-4838 528 5 false false ADJ fis-4838 528 6 /includenonprinting /includenonprinting NOUN fis-4838 528 7 false false ADJ fis-4838 528 8 /includeslug /includeslug INTJ fis-4838 528 9 false false ADJ fis-4838 528 10 /namespace /namespace NOUN fis-4838 529 1 [ [ PUNCT fis-4838 529 2 ( ( PUNCT fis-4838 529 3 adobe adobe PROPN fis-4838 529 4 ) ) PUNCT fis-4838 529 5 ( ( PUNCT fis-4838 529 6 indesign indesign NOUN fis-4838 529 7 ) ) PUNCT fis-4838 529 8 ( ( PUNCT fis-4838 529 9 4.0 4.0 NUM fis-4838 529 10 ) ) PUNCT fis-4838 529 11 ] ] PUNCT fis-4838 529 12 /omitplacedbitmaps /omitplacedbitmaps PUNCT fis-4838 530 1 false false ADJ fis-4838 530 2 /omitplacedeps /omitplacedeps INTJ fis-4838 530 3 false false ADJ fis-4838 530 4 /omitplacedpdf /omitplacedpdf PUNCT fis-4838 530 5 false false ADJ fis-4838 530 6 /simulateoverprint /simulateoverprint NOUN fis-4838 530 7 /legacy /legacy PUNCT fis-4838 531 1 > > PUNCT fis-4838 531 2 > > X fis-4838 532 1 < < X fis-4838 532 2 < < X fis-4838 532 3 /addbleedmarks /addbleedmarks X fis-4838 532 4 false false ADJ fis-4838 532 5 /addcolorbars /addcolorbars INTJ fis-4838 532 6 false false ADJ fis-4838 532 7 /addcropmarks /addcropmarks PUNCT fis-4838 532 8 false false ADJ fis-4838 532 9 /addpageinfo /addpageinfo INTJ fis-4838 532 10 false false ADJ fis-4838 532 11 /addregmarks /addregmark NOUN fis-4838 532 12 false false ADJ fis-4838 532 13 /convertcolors /convertcolor NOUN fis-4838 532 14 /converttocmyk /converttocmyk INTJ fis-4838 532 15 /destinationprofilename /destinationprofilename PUNCT fis-4838 532 16 ( ( PUNCT fis-4838 532 17 ) ) PUNCT fis-4838 532 18 /destinationprofileselector /destinationprofileselector NOUN fis-4838 532 19 /documentcmyk /documentcmyk PUNCT fis-4838 532 20 /downsample16bitimages /downsample16bitimage NOUN fis-4838 532 21 true true ADJ fis-4838 532 22 /flattenerpreset /flattenerpreset PUNCT fis-4838 533 1 < < X fis-4838 533 2 < < X fis-4838 533 3 /presetselector /presetselector X fis-4838 533 4 /mediumresolution /mediumresolution NOUN fis-4838 533 5 > > PUNCT fis-4838 533 6 > > X fis-4838 533 7 /formelements /formelement NOUN fis-4838 534 1 false false ADJ fis-4838 534 2 /generatestructure /generatestructure PUNCT fis-4838 534 3 false false ADJ fis-4838 534 4 /includebookmarks /includebookmark NOUN fis-4838 534 5 false false ADJ fis-4838 534 6 /includehyperlinks /includehyperlinks INTJ fis-4838 534 7 false false ADJ fis-4838 534 8 /includeinteractive /includeinteractive ADJ fis-4838 534 9 false false ADJ fis-4838 534 10 /includelayers /includelayer NOUN fis-4838 534 11 false false ADJ fis-4838 534 12 /includeprofiles /includeprofiles INTJ fis-4838 534 13 false false ADJ fis-4838 534 14 /multimediahandling /multimediahandling NOUN fis-4838 535 1 /useobjectsettings /useobjectsettings PRON fis-4838 536 1 /namespace /namespace PUNCT fis-4838 537 1 [ [ PUNCT fis-4838 537 2 ( ( PUNCT fis-4838 537 3 adobe adobe PROPN fis-4838 537 4 ) ) PUNCT fis-4838 537 5 ( ( PUNCT fis-4838 537 6 creativesuite creativesuite NOUN fis-4838 537 7 ) ) PUNCT fis-4838 537 8 ( ( PUNCT fis-4838 537 9 2.0 2.0 NUM fis-4838 537 10 ) ) PUNCT fis-4838 537 11 ] ] PUNCT fis-4838 538 1 /pdfxoutputintentprofileselector /pdfxoutputintentprofileselector INTJ fis-4838 538 2 /documentcmyk /documentcmyk PUNCT fis-4838 539 1 /preserveediting /preserveedite VERB fis-4838 539 2 true true ADJ fis-4838 539 3 /untaggedcmykhandling /untaggedcmykhandling NOUN fis-4838 539 4 /leaveuntagged /leaveuntagge VERB fis-4838 539 5 /untaggedrgbhandling /untaggedrgbhandling NOUN fis-4838 539 6 /usedocumentprofile /usedocumentprofile INTJ fis-4838 539 7 /usedocumentbleed /usedocumentbleed NOUN fis-4838 540 1 false false ADJ fis-4838 540 2 > > PUNCT fis-4838 540 3 > > X fis-4838 540 4 ] ] PUNCT fis-4838 540 5 > > PUNCT fis-4838 540 6 > > X fis-4838 540 7 setdistillerparams setdistillerparam NOUN fis-4838 541 1 < < X fis-4838 541 2 < < X fis-4838 541 3 /hwresolution /hwresolution NOUN fis-4838 542 1 [ [ X fis-4838 542 2 2400 2400 NUM fis-4838 542 3 2400 2400 NUM fis-4838 542 4 ] ] PUNCT fis-4838 542 5 /pagesize /pagesize X fis-4838 543 1 [ [ X fis-4838 543 2 612.000 612.000 NUM fis-4838 543 3 792.000 792.000 NUM fis-4838 543 4 ] ] PUNCT fis-4838 543 5 > > PUNCT fis-4838 543 6 > > X fis-4838 543 7 setpagedevice setpagedevice PROPN