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Generative multiscale analysis of de novo proteome-inspired molecular structures and nanomechanical optimization using a VoxelPerceiver transformer model

Zhenze Yang, Yu-Chuan Hsu, Markus J. Buehler

2022Journal of the Mechanics and Physics of Solids14 citationsDOI

Topics & Concepts

TransformerComputer scienceArtificial neural networkvon Mises yield criterionBayesian optimizationMaterials scienceGenerative grammarBiological systemArtificial intelligenceStructural engineeringFinite element methodEngineeringBiologyElectrical engineeringVoltageMachine Learning in Materials ScienceForce Microscopy Techniques and ApplicationsCalcium Carbonate Crystallization and Inhibition
Generative multiscale analysis of de novo proteome-inspired molecular structures and nanomechanical optimization using a VoxelPerceiver transformer model | Litcius