Navier–stokes Generative Adversarial Network: a physics-informed deep learning model for fluid flow generation
Pin Wu, Kaikai Pan, Lulu Ji, Siquan Gong, Weibing Feng, Wenyan Yuan, Christopher C. Pain
Topics & Concepts
DiscretizationComputer scienceDeep learningGenerator (circuit theory)Generative grammarFunction (biology)Artificial intelligenceNonlinear systemAdversarial systemApplied mathematicsFlow (mathematics)Fluid dynamicsGenerative modelGenerative adversarial networkAlgorithmMathematicsMathematical analysisPhysicsMechanicsGeometryEvolutionary biologyBiologyQuantum mechanicsPower (physics)Model Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsGenerative Adversarial Networks and Image Synthesis