Reconstructing turbulent velocity and pressure fields from under-resolved noisy particle tracks using physics-informed neural networks
Patricio Clark Di Leoni, Karuna Agarwal, Tamer A. Zaki, Charles Meneveau, Joseph Katz
Topics & Concepts
Particle velocityTurbulencePhysicsEulerian pathArtificial neural networkReynolds numberParticle (ecology)Statistical physicsMechanicsField (mathematics)Classical mechanicsComputational physicsComputer scienceMathematicsArtificial intelligenceTheoretical physicsLagrangianOceanographyGeologyPure mathematicsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsAerodynamics and Acoustics in Jet Flows