Generative adversarial networks and diffusion models in material discovery
Michael Alverson, Sterling G. Baird, Ryan Murdock, Sin‐Hang Ho, Jeremy A. Johnson, Taylor D. Sparks
Abstract
Diffusion Models outperform Generative Adversarial Networks (GANs) and Wasserstein GANs in material discovery.
Topics & Concepts
Generative grammarAdversarial systemGenerative adversarial networkComputer scienceDiffusionArtificial intelligenceDeep learningPhysicsThermodynamicsMachine Learning in Materials ScienceComputational Drug Discovery MethodsCell Image Analysis Techniques