Smart constitutive laws: Inelastic homogenization through machine learning
Hernan J. Logarzo, German Capuano, Julián J. Rimoli
Topics & Concepts
Homogenization (climate)Constitutive equationMicroscale chemistryNonlinear systemSolverFinite element methodComputer scienceScalabilityLeverage (statistics)Applied mathematicsComputational scienceArtificial intelligenceEngineeringMathematicsStructural engineeringPhysicsDatabaseQuantum mechanicsBiodiversityProgramming languageBiologyMathematics educationEcologyComposite Material MechanicsAdvanced Mathematical Modeling in EngineeringNonlocal and gradient elasticity in micro/nano structures