Flow over an espresso cup: inferring 3-D velocity and pressure fields from tomographic background oriented Schlieren via physics-informed neural networks
Shengze Cai, Zhicheng Wang, Frederik Fuest, Young Jin Jeon, Callum Gray, George Em Karniadakis
Abstract
Abstract
Topics & Concepts
SchlierenPhysicsReynolds numberFluid dynamicsFluid mechanicsFlow visualizationData setFlow (mathematics)MechanicsComputer scienceStatistical physicsAlgorithmArtificial intelligenceTurbulenceModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsAerodynamics and Acoustics in Jet Flows