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physics.geo-ph2021★ 4 cited
A Physics-Constrained Deep Learning Model for Simulating Multiphase Flow in 3D Heterogeneous Porous Media
Bicheng Yan, Dylan Robert Harp, Bailian Chen +1
In this work, an efficient physics-constrained deep learning model is developed for solving multiphase flow in 3D heterogeneous porous media. The model fully leverages the spatial…
physics.geo-ph2020
Great SCO2T! Rapid tool for carbon sequestration science, engineering, and economics
Richard S. Middleton, Jeffrey M. Bielicki, Bailian Chen +12
CO2 capture and storage (CCS) technology is likely to be widely deployed in coming decades in response to major climate and economics drivers: CCS is part of every clean energy pat…