Physics-Informed Neural Networks for rarefied-gas dynamics: Poiseuille flow in the BGK approximation
Mario De Florio, Enrico Schiassi, B. D. Ganapol, Roberto Furfaro
Topics & Concepts
Hagen–Poiseuille equationKnudsen numberArtificial neural networkFlow (mathematics)Applied mathematicsBoundary value problemFunction (biology)PhysicsBoundary (topology)Statistical physicsComputer scienceMathematical optimizationMathematicsMathematical analysisMechanicsArtificial intelligenceQuantum mechanicsEvolutionary biologyBiologyModel Reduction and Neural NetworksLattice Boltzmann Simulation StudiesNuclear reactor physics and engineering