Physics-informed neural networks (PINNs) for fluid mechanics: a review
Shengze Cai, Zhiping Mao, Zhicheng Wang, Minglang Yin, George Em Karniadakis
Topics & Concepts
DiscretizationInverse problemFlow (mathematics)Artificial neural networkFluid dynamicsComputer scienceFluid mechanicsInverseApplied mathematicsTheoretical computer scienceComputational sciencePhysicsArtificial intelligenceMathematicsMechanicsMathematical analysisGeometryModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsFluid Dynamics and Vibration Analysis