A stage-wise Fourier Neural Operator surrogate predicts per-voxel adjoint gradients to accelerate 3D meta-optics inverse design, replacing expensive FDTD solves with fast inference.
2012.Photonic Design: From Fundamental Solar Cell Physics to Computational Inverse Design
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Neural Adjoint Method for Meta-optics: Accelerating Volumetric Inverse Design via Fourier Neural Operators
A stage-wise Fourier Neural Operator surrogate predicts per-voxel adjoint gradients to accelerate 3D meta-optics inverse design, replacing expensive FDTD solves with fast inference.