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Speeding Up Reactive Transport Simulations in Cement Systems by Surrogate Geochemical Modeling: Deep Neural Networks and k-Nearest Neighbors

Eric Laloy, Diederik Jacques

2022Transport in Porous Media29 citationsDOI

Topics & Concepts

SpeedupArtificial neural networkAlgorithmComputer scienceComputational sciencek-nearest neighbors algorithmMaterials scienceParallel computingArtificial intelligenceGroundwater flow and contamination studiesEnhanced Oil Recovery TechniquesCO2 Sequestration and Geologic Interactions
Speeding Up Reactive Transport Simulations in Cement Systems by Surrogate Geochemical Modeling: Deep Neural Networks and k-Nearest Neighbors | Litcius