ro-PINN: A reduced order physics-informed neural network for solving the macroscopic model of pedestrian flows
Renbin Pan, Feng Xiao, Minyu Shen
Topics & Concepts
Flow (mathematics)Eikonal equationApplied mathematicsTime derivativeArtificial neural networkComputer scienceMathematical optimizationMathematicsMathematical analysisArtificial intelligenceGeometryModel Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisFluid Dynamics and Turbulent Flows