Development of interpretable, data-driven plasticity models with symbolic regression
Geoffrey Bomarito, Tyler Townsend, Kayla M. Stewart, Kathryn Esham, John M Emery, Jacob Hochhalter
Topics & Concepts
InterpretabilitySymbolic regressionComputer scienceRobustness (evolution)RegressionScalabilityFinite element methodData miningRegression analysisPlasticityMachine learningArtificial intelligenceAlgorithmMathematicsStatisticsGenetic programmingEngineeringBiochemistryPhysicsStructural engineeringGeneChemistryThermodynamicsDatabaseModel Reduction and Neural NetworksMetallurgy and Material FormingMetal Forming Simulation Techniques