Learning macroscopic internal variables and history dependence from microscopic models
Burigede Liu, Eric Ocegueda, Margaret Trautner, Andrew M. Stuart, Kaushik Bhattacharya
Topics & Concepts
Microscale chemistryHomogenization (climate)Macroscopic scaleStatistical physicsConstitutive equationScale (ratio)Computer scienceGranularityPlasticityMicroscopic scaleMaterials scienceMechanicsMathematicsPhysicsThermodynamicsFinite element methodOpticsEcologyMathematics educationOperating systemBiodiversityBiologyQuantum mechanicsComposite Material MechanicsAdvanced Mathematical Modeling in EngineeringMachine Learning in Materials Science