Deep reinforcement learning in fluid mechanics: A promising method for both active flow control and shape optimization
Jean Rabault, Feng Ren, Wei Zhang, Hui Tang, Hui Xu
Topics & Concepts
GRASPComputer scienceReinforcement learningFluid mechanicsCurse of dimensionalityOptimal controlArtificial neural networkFluid dynamicsArtificial intelligenceFlow (mathematics)Range (aeronautics)Mathematical optimizationMathematicsMechanicsPhysicsGeometryProgramming languageMaterials scienceComposite materialModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsLattice Boltzmann Simulation Studies