Physics-informed neural networks for modeling two-phase steady state flow with capillary heterogeneity at varying flow conditions
Anirban Chakraborty, Avinoam Rabinovich, Ziv Moreno
Topics & Concepts
Flow (mathematics)Two-phase flowCapillary actionMechanicsArtificial neural networkStatistical physicsSteady state (chemistry)Data flow modelPhysicsComputer scienceThermodynamicsArtificial intelligenceChemistryPhysical chemistryModel Reduction and Neural NetworksLattice Boltzmann Simulation StudiesGroundwater flow and contamination studies