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.
3 Yu N, Capasso F
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
physics.optics 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Mie-void metasurfaces in silicon-rich nitride operate in transmission via hybridization with slab and Fabry-Perot modes, enabling structural colors and image encoding by varying void depth.
citing papers explorer
-
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.
-
Transmission-Mode Silicon-Rich Nitride Mie-Void Metasurfaces in the Visible
Mie-void metasurfaces in silicon-rich nitride operate in transmission via hybridization with slab and Fabry-Perot modes, enabling structural colors and image encoding by varying void depth.