Kolmogorov n–width and Lagrangian physics-informed neural networks: A causality-conforming manifold for convection-dominated PDEs
Rambod Mojgani, Maciej Balajewicz, Pedram Hassanzadeh
Topics & Concepts
Eulerian pathArtificial neural networkPartial differential equationRegularization (linguistics)MathematicsApplied mathematicsCausality (physics)Mathematical optimizationComputer scienceMathematical analysisArtificial intelligencePhysicsLagrangianQuantum mechanicsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsProbabilistic and Robust Engineering Design