Applying physics informed neural network for flow data assimilation
Xiaodong Bai, Yong Wang, Wei Zhang
Topics & Concepts
Laminar flowTurbulenceArtificial neural networkDiscretizationComputer scienceFlow (mathematics)Fluid dynamicsPartial differential equationPhysical lawData assimilationPhysicsApplied mathematicsStatistical physicsArtificial intelligenceMathematicsMathematical analysisMechanicsQuantum mechanicsMeteorologyModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsLattice Boltzmann Simulation Studies