NSFnets (Navier-Stokes flow nets): Physics-informed neural networks for the incompressible Navier-Stokes equations
Xiaowei Jin, Shengze Cai, Hui Li, George Em Karniadakis
Topics & Concepts
Navier–Stokes equationsCompressibilityFlow (mathematics)PhysicsArtificial neural networkPressure-correction methodIncompressible flowHagen–Poiseuille flow from the Navier–Stokes equationsMechanicsApplied mathematicsClassical mechanicsMathematicsComputer scienceArtificial intelligenceModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsNuclear Engineering Thermal-Hydraulics