id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
iogr-1312	Anyadiegwu, Charlie Iyke; Okalla, Christian Emelu; Kerunwa, Anthony; Igbo, Solomon Chukwuebuka; Abah, Joshua Abiodun	Comparative Analysis of Linear Regression and Artificial Neural Networks for Permeability Prediction in Reservoir Characterization: DOI: 10.14800/IOGR.1312	2024	14	.pdf	application/pdf	5402	327	47	Traditional methods for predicting these properties often rely on linear regression models, which, while straightforward and interpretable, may not fully capture the complex, non-linear relationships present in subsurface geological formations (Leiphart and Hart 2001). The choice between linear regression models and ANNs is not merely a technical decision but one that can significantly impact the accuracy and reliability of permeability predictions.	cache/iogr-1312.pdf	txt/iogr-1312.txt