31 citations · 54 across the 17 of their papers we have counts for
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cs.CE2020★ 31 cited
An Efficient Machine-Learning Approach for PDF Tabulation in Turbulent Combustion Closure
Rishikesh Ranade, Genong Li, Shaoping Li +1
Probability density function (PDF) based turbulent combustion modelling is limited by the need to store multi-dimensional PDF tables that can take up large amounts of memory. A sig…
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…