id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cana-6094	Machhindranath M. Dhane	Graph Neural Networks for the Analysis of Complex Mathematical Structures	2022	13	.pdf	application/pdf	5796	403	17	Memory requirements for storing and processing large mathematical graphs can be prohibitive, especially when node features are high-dimensional or when the graphs are densely connected. Mathematical knowledge graphs that integrate concepts from multiple mathematical domains could provide rich training data for GNNs to learn cross-domain mathematical patterns.	cache/cana-6094.pdf	txt/cana-6094.txt