Parameterized physics-informed neural networks (P-PINNs) solution of uniform flow over an arbitrarily spinning spherical particle
Kai Liu, Kun Luo, Yuzhou Cheng, Anxiong Liu, Haochen Li, Jianren Fan, S. Balachandar
Topics & Concepts
Parameterized complexitySpinningFlow (mathematics)Particle (ecology)Classical mechanicsArtificial neural networkPhysicsMechanicsParticle flowStatistical physicsTheoretical physicsMaterials scienceMathematicsComputer scienceCombinatoricsArtificial intelligenceDiscrete element methodOceanographyGeologyComposite materialModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsLattice Boltzmann Simulation Studies