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.
Amplitude–phase independently encoding space-division multiplexed wireless communication using beamforming reconfigurable metasurfaces,
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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.