Liao Chen

PDENNEval: A Comprehensive Evaluation of Neural Network Methods for Solving PDEs

The rapid development of neural network (NN) methods for solving partial differential equations (PDEs) has created an urgent need for evaluation and comparison of these methods. In this study, we propose PDENNEval, a comprehensive and systematic evaluation of 12 NN methods for PDEs. These methods…