Litcius/Paper detail

On the application of physics informed neural networks (PINN) to solve boundary layer thermal-fluid problems

H. Bararnia, Mehdi Esmaeilpour

2022International Communications in Heat and Mass Transfer127 citationsDOI

Topics & Concepts

Artificial neural networkBoundary layerExtrapolationPrandtl numberBenchmark (surveying)Boundary (topology)Nonlinear systemBoundary value problemBlasius boundary layerPhysicsComputer scienceApplied mathematicsStatistical physicsMechanicsConvectionMathematical analysisBoundary layer thicknessArtificial intelligenceMathematicsGeologyGeodesyQuantum mechanicsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsHeat Transfer Mechanisms