Establish algebraic data-driven constitutive models for elastic solids with a tensorial sparse symbolic regression method and a hybrid feature selection technique
Mingchuan Wang, Cai Chen, Weijie Liu
Topics & Concepts
Feature selectionSymbolic regressionComputer scienceAlgorithmConstitutive equationFeature (linguistics)Applied mathematicsModel selectionLasso (programming language)Artificial intelligenceMathematicsGenetic programmingFinite element methodPhysicsPhilosophyThermodynamicsWorld Wide WebLinguisticsComposite Material MechanicsElasticity and Material ModelingProbabilistic and Robust Engineering Design