id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
pc289g58f72	Ziqing Hu	Graph Related Data Analysis and Neural Network Based Partial Differential Equations Solver	2022		.txt	text/plain	209	8	32	By using neural networks as tools for spatial discretization, we introduce a structure-preserving Eulerian algorithm to solve L2-gradient flows and a structure-preserving Lagrangian algorithm to solve generalized diffusions. For graph neural network, we modified the traditional training process of graph neural network by re-sampling the graph structure.	cache/pc289g58f72.txt	txt/pc289g58f72.txt