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Working on applications of Machine Learning to the simulation and discovery of materials.
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MatterGen: a generative model for inorganic materials design - paper
The design of functional materials with desired properties is essential in driving technological advances in areas like energy storage, catalysis, and carbon capture. Generative models provide a new paradigm for materials design by directly generating entirely novel materials given desired…
MatterGen: a generative model for inorganic materials design - blog
The design of functional materials with desired properties is essential in driving technological advances in areas like energy storage, catalysis, and carbon capture. Generative models provide a new paradigm for materials design by directly generating entirely novel materials given desired…