Error analysis for learning the time-stepping operator of evolutionary PDEs

Ke Chen, Meenakshi Krishnan, Haizhao Yang

Deep neural networks (DNNs) have recently emerged as effective tools for approximating solution operators of partial differential equations (PDEs) including evolutionary problems.…