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Single-shot forward and inverse hierarchical architected materials design for nonlinear mechanical properties using an Attention-Diffusion model

Andrew J. Lew, Markus J. Buehler

2023Materials Today64 citationsDOI

Topics & Concepts

Nonlinear systemComputer scienceHierarchyDeformation (meteorology)InverseDiffusionSmart materialMaterials scienceNanotechnologyMathematicsPhysicsGeometryThermodynamicsQuantum mechanicsMarket economyEconomicsComposite materialMachine Learning in Materials ScienceBlock Copolymer Self-AssemblyCalcium Carbonate Crystallization and Inhibition
Single-shot forward and inverse hierarchical architected materials design for nonlinear mechanical properties using an Attention-Diffusion model | Litcius