Data-driven modelling of nonlinear spatio-temporal fluid flows using a deep convolutional generative adversarial network
Meiling Cheng, F. Fang, Christopher C. Pain, I. M. Navon
Topics & Concepts
Deep learningFlow (mathematics)Computer scienceFluid dynamicsArtificial intelligenceNonlinear systemGenerative grammarComputational fluid dynamicsHigh fidelityConvolutional neural networkMechanicsMathematicsEngineeringGeometryPhysicsElectrical engineeringQuantum mechanicsMeteorological Phenomena and SimulationsModel Reduction and Neural NetworksFluid Dynamics and Turbulent Flows