Comparison of Physics Informed Neural Networks and Finite Element Method Solvers for advection-dominated diffusion problems
Maciej Sikora, Patryk Krukowski, Anna Paszyńska, Maciej Paszyński
Topics & Concepts
AdvectionFinite element methodArtificial neural networkApplied mathematicsComputer scienceDiffusionStatistical physicsComputational scienceCalculus (dental)Mathematical optimizationMathematicsPhysicsArtificial intelligenceQuantum mechanicsThermodynamicsDentistryMedicineNumerical methods in engineeringModel Reduction and Neural NetworksAdvanced Numerical Methods in Computational Mathematics