Physics-informed neural networks for learning fluid flows with symmetry
Younghyeon Kim, Hyungyeol Kwak, Jaewook Nam
Topics & Concepts
Symmetry (geometry)Artificial neural networkHagen–Poiseuille equationFlow (mathematics)PhysicsInverseCircular symmetryApplied mathematicsTopology (electrical circuits)Computer scienceMathematicsArtificial intelligenceClassical mechanicsMechanicsGeometryCombinatoricsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsFluid Dynamics and Turbulent Flows