Non-invasive inference of thrombus material properties with physics-informed neural networks
Minglang Yin, Xiaoning Zheng, Jay D. Humphrey, George Em Karniadakis
Topics & Concepts
Partial differential equationArtificial neural networkPartial derivativeAutomatic differentiationFinite element methodRobustness (evolution)Applied mathematicsInferenceSynthetic dataComputer scienceAlgorithmArtificial intelligenceStatistical physicsMathematicsMathematical analysisPhysicsComputationChemistryThermodynamicsBiochemistryGeneModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsNuclear Engineering Thermal-Hydraulics