A generative modeling framework for inferring families of biomechanical constitutive laws in data-sparse regimes
Minglang Yin, Zongren Zou, Enrui Zhang, Cristina Cavinato, Jay D. Humphrey, George Em Karniadakis
Topics & Concepts
DiscriminatorPrior probabilityConstitutive equationComputer scienceArtificial intelligenceGenerator (circuit theory)Generative modelInferenceArtificial neural networkBayesian inferenceNonlinear systemGenerative grammarMachine learningBayesian probabilityAlgorithmEngineeringFinite element methodPower (physics)Quantum mechanicsStructural engineeringDetectorPhysicsTelecommunicationsElasticity and Material ModelingModel Reduction and Neural NetworksCoronary Interventions and Diagnostics