Time integration schemes based on neural networks for solving partial differential equations on coarse grids

no code implementations • 16 Oct 2023 • Xinxin Yan, Zhideng Zhou, Xiaohan Cheng, Xiaolei Yang

Compared to the traditional methods, the learned unconstrained and semi-constrained schemes significantly reduce the prediction error on coarse grids.