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Leveraging generative models with periodicity-aware, invertible and invariant representations for crystalline materials design

Zhilong Wang, Fengqi You

2025Nature Computational Science14 citationsDOI

Topics & Concepts

Invertible matrixGenerative grammarInvariant (physics)Generative modelMathematicsComputer sciencePure mathematicsAlgebra over a fieldArtificial intelligenceMathematical physicsMachine Learning in Materials ScienceManufacturing Process and Optimization
Leveraging generative models with periodicity-aware, invertible and invariant representations for crystalline materials design | Litcius