Instability-wave prediction in hypersonic boundary layers with physics-informed neural operators
Yue Hao, Patricio Clark Di Leoni, Olaf Marxen, Charles Meneveau, George Em Karniadakis, Tamer A. Zaki
Topics & Concepts
Nonlinear systemArtificial neural networkHypersonic speedOperator (biology)Computer scienceInstabilityFlow (mathematics)CompressibilityData assimilationPerturbation (astronomy)Compressible flowObservableVector fieldApplied mathematicsStatistical physicsAlgorithmPhysicsMechanicsMathematicsArtificial intelligenceMeteorologyQuantum mechanicsChemistryTranscription factorGeneRepressorBiochemistryModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsComputational Fluid Dynamics and Aerodynamics