Abstract: Engineering design is a complex process that involves balancing various performance trade-offs, requiring both the expertise of skilled designers and significant costs. In recent years, the ...

Abstract: Recently, deep learning has attracted intensive attentions in electromagnetic society, especially for inverse problems. In this work, we propose two language-guided automatic design ...

You can use any of our models with torch.hub.load. We provide 2 classes of models for each of our 3 submodels of the CVAE-WGAN architecture cvae-wgan submodels: - CVAE: Conditional Variational ...