A conditioned progressively growing WGAN with surrogate physics loss and DPP diversity generates diverse realizable metasurface absorbers achieving 0.0052 average MSE, 0.8730 diversity, 0.8533 band alignment, and 89.57% valid EM designs.
Empowering Metasurfaces with Inverse Design: Principles and Applications
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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Inverse-designed metasurface combines full-Stokes polarimetry and wavefront sensing in a single continuous aperture, achieving 0.046 mean polarization reconstruction error with neural network assistance.
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Inverse Design of Realizable Metasurface based Absorbers using Improved Conditioning and Diversity Enhanced Progressively Growing GANs
A conditioned progressively growing WGAN with surrogate physics loss and DPP diversity generates diverse realizable metasurface absorbers achieving 0.0052 average MSE, 0.8730 diversity, 0.8533 band alignment, and 89.57% valid EM designs.
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Inverse designed full-Stokes polarimetric metasurface with simultaneous wavefront sensing for visible light
Inverse-designed metasurface combines full-Stokes polarimetry and wavefront sensing in a single continuous aperture, achieving 0.046 mean polarization reconstruction error with neural network assistance.