2 papers
cs.CE2020
An accurate methodology for surface tension modeling in OpenFOAM
Abd Essamade Saufi, Olivier Desjardins, Alberto Cuoci
In this paper a numerical methodology for surface tension modeling is presented, with an emphasis on the implementation in the OpenFOAM framework. The methodology relies on a combi…
cs.LG2018
Nonlinear integro-differential operator regression with neural networks
Ravi G. Patel, Olivier Desjardins
This note introduces a regression technique for finding a class of nonlinear integro-differential operators from data. The method parametrizes the spatial operator with neural netw…