Newton Informed Neural Operator for Computing Multiple Solutions of Nonlinear Partials Differential Equations

Wenrui Hao, Xinliang Liu, Yahong Yang

Solving nonlinear partial differential equations (PDEs) with multiple solutions using neural networks has found widespread applications in various fields such as physics, biology,…