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Inference of deformation mechanisms and constitutive response of soft material surrogates of biological tissue by full-field characterization and data-driven variational system identification

Z. Wang, Jonathan B. Estrada, Ellen M. Arruda, Krishna Garikipati

2021Journal of the Mechanics and Physics of Solids57 citationsDOI

Topics & Concepts

Characterization (materials science)Constitutive equationDeformation (meteorology)Identification (biology)Field (mathematics)InferenceSystem identificationMaterials scienceBiological systemComputer scienceArtificial intelligenceFinite element methodMathematicsStructural engineeringEngineeringComposite materialNanotechnologyData miningBiologyMeasure (data warehouse)BotanyPure mathematicsElasticity and Material ModelingModel Reduction and Neural NetworksProbabilistic and Robust Engineering Design
Inference of deformation mechanisms and constitutive response of soft material surrogates of biological tissue by full-field characterization and data-driven variational system identification | Litcius