most citedAn Efficient Machine-Learning Approach for PDF Tabulation in Turbulent Combustion Closure

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physics.comp-ph2020

DiscretizationNet: A Machine-Learning based solver for Navier-Stokes Equations using Finite Volume Discretization

Rishikesh Ranade, Chris Hill, Jay Pathak

Over the last few decades, existing Partial Differential Equation (PDE) solvers have demonstrated a tremendous success in solving complex, non-linear PDEs. Although accurate, these…