Physics-informed neural network-based discovery of hyperelastic constitutive models from extremely scarce data
Hyeonbin Moon, Donggeun Park, Hanbin Cho, Hong-Kyun Noh, Jae Hyuk Lim, Seunghwa Ryu
Topics & Concepts
Hyperelastic materialConstitutive equationArtificial neural networkPhysicsApplied mathematicsStatistical physicsFinite element methodArtificial intelligenceComputer scienceMathematicsThermodynamicsDrilling and Well EngineeringModel Reduction and Neural NetworksElasticity and Material Modeling