To address this issue, a method called meta regression Gaussian mixture variational autoencoder (MR-GMVAE) is proposed. First, a regression Gaussian mixture variational autoencoder (R-GMVAE) is ...

Therefore, a good denoising pipeline is necessary. This article proposes a comparison between three different AutoEncoder variants: the Variational AutoEncoder, the Augmented AutoEncoder, and a plain ...

We propose a Crystal Diffusion Variational Autoencoder (CDVAE) that captures the physical inductive bias of material stability. By learning from the data distribution of stable materials, the decoder ...