DiffusionRenderer (Cosmos): Neural Inverse and Forward Rendering with Video Diffusion Models - nv-tlabs/cosmos1-diffusion-renderer ...

In this letter, a novel inverse design method for metasurfaces (MSs) based on a Wasserstein generative adversarial network with a gradient penalty (WGAN-GP) is presented. Compared with other GAN ...

This letter proposes an advanced neural space mapping (NSM)-based inverse modeling method and its applications to microwave filter design. For the first time, the NSM method is introduced into inverse ...

For the millions of Americans battling autoimmune disorders, new hope may be on the horizon in the form of reverse or inverse vaccines -- injections that target a specific part of the immune system.