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DiscretizationNet: A machine-learning based solver for Navier–Stokes equations using finite volume discretization

Rishikesh Ranade, Chris Hill, Jay Pathak

2021Computer Methods in Applied Mechanics and Engineering22 citationsDOIOpen Access PDF

Topics & Concepts

SolverPartial differential equationDiscretizationComputer scienceFinite volume methodConvergence (economics)Applied mathematicsMathematical optimizationMathematicsMathematical analysisEconomicsPhysicsMechanicsEconomic growthModel Reduction and Neural NetworksHeat Transfer and OptimizationLattice Boltzmann Simulation Studies
DiscretizationNet: A machine-learning based solver for Navier–Stokes equations using finite volume discretization | Litcius