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Accelerating Reactive Transport Modeling: On-Demand Machine Learning Algorithm for Chemical Equilibrium Calculations |
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| Authors: | Leal Allan M. M. Kyas Svetlana Kulik Dmitrii A. Saar Martin O. |
| Affiliation: | 1.Department of Earth Sciences, Geothermal Energy and Geofluids Group, Institute of Geophysics, ETH Zürich, Zurich, Switzerland ;2.Laboratory for Waste Management, Nuclear Energy and Safety Research Department, Paul Scherrer Institute, Villigen, Switzerland ;3.Department of Earth and Environmental Sciences, University of Minnesota, Minneapolis, USA ; |
| Abstract: | Transport in Porous Media - During reactive transport modeling, the computing cost associated with chemical equilibrium calculations can be 10 to 10,000 times higher than that of fluid flow, heat... |
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