Numerical study on hyper parameter settings for neural network approximation to partial differential equations

Hee Jun Yang, Alexander Heinlein, Hyea Hyun Kim

Approximate solutions of partial differential equations (PDEs) obtained by neural networks are highly affected by hyper parameter settings. For instance, the model training strongl…