A neural subdomain preconditioner plus multilevel domain decomposition solves 2D Maxwell problems up to 200 wavelengths and drives inverse design of large nanophotonic devices.
Nature communications 16(1), 1422 (2025)
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Accurate and scalable deep Maxwell solvers using multilevel iterative methods
A neural subdomain preconditioner plus multilevel domain decomposition solves 2D Maxwell problems up to 200 wavelengths and drives inverse design of large nanophotonic devices.