Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)
Filippo Masi, Ioannis Stefanou
Topics & Concepts
Statistical physicsMultiscale modelingArtificial neural networkConstitutive equationComputer scienceLaws of thermodynamicsHomogenization (climate)DissipationArtificial intelligencePhysicsNon-equilibrium thermodynamicsThermodynamicsChemistryFinite element methodBiodiversityEcologyComputational chemistryBiologyModel Reduction and Neural NetworksComposite Material MechanicsElasticity and Material Modeling