Learning time-dependent PDE via graph neural networks and deep operator network for robust accuracy on irregular grids

Sung Woong Cho, Jae Yong Lee, Hyung Ju Hwang

Scientific computing using deep learning has seen significant advancements in recent years. There has been growing interest in models that learn the operator from the parameters of…