Denoising diffusion probabilistic models for generative alloy design
Patxi Fernandez-Zelaia, Saket Thapliyal, Rangasayee Kannan, Peeyush Nandwana, Yukinori Yamamoto, Andrzej Nycz, Vincent Paquit, Michael Kirka
Topics & Concepts
Materials scienceProbabilistic logicDiffusionGenerative grammarAlloyMetallurgyArtificial intelligenceThermodynamicsComputer sciencePhysicsMachine Learning in Materials ScienceAluminum Alloy Microstructure PropertiesAdditive Manufacturing Materials and Processes