Material Modeling via Thermodynamics-Based Artificial Neural Networks
Filippo Masi, Ioannis Stefanou, Paolo Vannucci, Victor Maffi-Berthier
Topics & Concepts
Artificial neural networkConstitutive equationArtificial intelligenceLaws of thermodynamicsRobustness (evolution)Computer scienceState variableMachine learningEngineeringPhysicsNon-equilibrium thermodynamicsChemistryThermodynamicsFinite element methodStructural engineeringBiochemistryGeneModel Reduction and Neural NetworksMicrostructure and mechanical propertiesMachine Learning in Materials Science