A VAE-based two-stage pipeline with latent search and best-of-N sampling generates rectangular patch antenna geometries that approximate target S11 responses, with accuracy improving as search budget grows.
Elsherbeni, and Veysel Demir
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Improving Generative Inverse Design of Rectangular Patch Antennas with Test Time Optimization
A VAE-based two-stage pipeline with latent search and best-of-N sampling generates rectangular patch antenna geometries that approximate target S11 responses, with accuracy improving as search budget grows.