CrystalGAN: Learning to Discover Crystallographic Structures with Generative Adversarial Networkscs.LG
CrystalGAN generates novel stable chemical compounds using GANs.
problem Generating novel multi-element stable chemical compounds efficiently.
method Cross-domain Generative Adversarial Networks (GANs) with novel architecture and loss functions.
result CrystalGAN generates reasonable data with increased complexity.