13 citations · 20 across the 7 of their papers we have counts for
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physics.geo-ph2021★ 1 cited
Use of low-fidelity models with machine-learning error correction for well placement optimization
Haoyu Tang, Louis J. Durlofsky
Well placement optimization is commonly performed using population-based global stochastic search algorithms. These optimizations are computationally expensive due to the large num…
cs.LG2021
Deep-learning-based coupled flow-geomechanics surrogate model for CO sequestration
Meng Tang, Xin Ju, Louis J. Durlofsky
A deep-learning-based surrogate model capable of predicting flow and geomechanical responses in CO2 storage operations is presented and applied. The 3D recurrent R-U-Net model comb…