Accurate and scalable deep Maxwell solvers using multilevel iterative methods

Chenkai Mao, Jonathan A. Fan

Neural networks have promise as surrogate partial differential equation (PDE) solvers, but it remains a challenge to use these concepts to solve problems with high accuracy and sca…