The physics-guided conditional diffusion model generates diverse, fabricable metasurface absorber geometries that closely match target reflection spectra from 2 to 18 GHz with an average MSE of 0.0006 and 0.958 band alignment accuracy.
Nanophotonic particle simulation and inverse design using artificial neural networks,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Inverse Design of Metasurface based Absorbers using Physics Guided Conditional Diffusion Models
The physics-guided conditional diffusion model generates diverse, fabricable metasurface absorber geometries that closely match target reflection spectra from 2 to 18 GHz with an average MSE of 0.0006 and 0.958 band alignment accuracy.