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Predicting high-fidelity multiphysics data from low-fidelity fluid flow and transport solvers using physics-informed neural networks

Maryam Aliakbari, Mostafa Mahmoudi, Péter Vadász, Amirhossein Arzani

2022International Journal of Heat and Fluid Flow82 citationsDOI

Topics & Concepts

MultiphysicsFidelityFluid dynamicsHigh fidelityFlow (mathematics)Artificial neural networkPhysicsComputer scienceMechanicsStatistical physicsArtificial intelligenceFinite element methodAcousticsThermodynamicsTelecommunicationsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsFluid Dynamics and Turbulent Flows
Predicting high-fidelity multiphysics data from low-fidelity fluid flow and transport solvers using physics-informed neural networks | Litcius