Flow field reconstruction and prediction of the two-dimensional cylinder flow using data-driven physics-informed neural network combined with long short-term memory
Yehao Dou, Xun Han, Pengzhi Lin
Topics & Concepts
Computer scienceTerm (time)Artificial neural networkFlow (mathematics)Field (mathematics)CylinderLong short term memoryArtificial intelligenceRecurrent neural networkMechanicsPhysicsGeometryMathematicsQuantum mechanicsPure mathematicsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsLattice Boltzmann Simulation Studies