A publicly available PyTorch-ABAQUS UMAT deep-learning framework for level-set plasticity
Hyoung Suk Suh, Chulmin Kweon, Brian Lester, Sharlotte Kramer, WaiChing Sun
Topics & Concepts
SubroutineComputer scienceArtificial neural networkRobustness (evolution)FortranWorkflowDeep learningSource codeArtificial intelligenceExtensibilityScratchCode (set theory)Machine learningParallel computingComputational scienceSet (abstract data type)Programming languageDatabaseGeneBiochemistryChemistryFatigue and fracture mechanicsModel Reduction and Neural NetworksNumerical methods in engineering