4 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.CE2020★ 1 cited
Accelerated reactive transport simulations in heterogeneous porous media using Reaktoro and Firedrake
Svetlana Kyas, Diego Volpatto, Martin O. Saar +1
This work investigates the performance of the on-demand machine learning (ODML) algorithm introduced in Leal et al. (2020) when applied to different reactive transport problems in…
math.OC2017★ 4 cited
Ultra-Fast Reactive Transport Simulations When Chemical Reactions Meet Machine Learning: Chemical Equilibrium
Allan M. M. Leal, Dmitrii A. Kulik, Martin O. Saar
During reactive transport modeling, the computational cost associated with chemical reaction calculations is often 10-100 times higher than that of transport calculations. Most of…