Litcius/Paper detail

Learning nonlocal constitutive models with neural networks

Xu‐Hui Zhou, Jiequn Han, Heng Xiao

2021Computer Methods in Applied Mechanics and Engineering49 citationsDOIOpen Access PDF

Topics & Concepts

Constitutive equationClosure (psychology)Artificial neural networkTurbulenceApplied mathematicsSolid mechanicsPartial differential equationReynolds stressFlow (mathematics)Statistical physicsComputer scienceMathematicsArtificial intelligencePhysicsMathematical analysisFinite element methodMechanicsGeometryMarket economyThermodynamicsEconomicsModel Reduction and Neural NetworksHydraulic Fracturing and Reservoir AnalysisDam Engineering and Safety