Sequential design strategy for kriging and cokriging-based machine learning in the context of reservoir history-matching A. ThenonV. GervaisM. Le Ravalec Original Paper 26 April 2022 Pages: 1101 - 1118
Model-based characterization of permeability damage control through inhibitor injection under parametric uncertainty Ayisha MahmudovaIacopo BorsiGiovanni Michele Porta Original Paper Open access 30 April 2022 Pages: 1119 - 1134
Automatic reconstruction method of 3D geological models based on deep convolutional generative adversarial networks Zixiao YangQiyu ChenYiping Tian Original Paper 10 May 2022 Pages: 1135 - 1150
Application of machine learning to characterize gas hydrate reservoirs in Mackenzie Delta (Canada) and on the Alaska north slope (USA) Leebyn ChongHarpreet SinghEvgeniy M. Myshakin Original Paper 14 May 2022 Pages: 1151 - 1165
Investigation of thermal-hydro-mechanical coupled fracture propagation considering rock damage Kaituo JiaoDongxu HanBo Yu Original Paper 16 May 2022 Pages: 1167 - 1187
Use of low-fidelity models with machine-learning error correction for well placement optimization Haoyu TangLouis J. Durlofsky Original Paper 25 May 2022 Pages: 1189 - 1206
Determination of Two-phase Relative Permeability from a Displacement with Safman-Rayleigh Instability Using a Coarse-Scale Model History Matching Approach Usman H. TauraPedram MahzariSayyed Amir Farzaneh Original Paper 31 May 2022 Pages: 1207 - 1222
Conditioning geological surfaces to horizontal wells Ariel Almendral VázquezPål DahleAudun Sektnan Original Paper Open access 02 June 2022 Pages: 1223 - 1236
Upscaling of two-phase discrete fracture simulations using a convolutional neural network Nikolai Andrianov Original Paper 10 June 2022 Pages: 1237 - 1259
3D reconstruction of porous media using a batch normalized variational auto-encoder Ting ZhangYi YangAnqin Zhang Original Paper 23 June 2022 Pages: 1261 - 1278
An intelligent multi-fidelity surrogate-assisted multi-objective reservoir production optimization method based on transfer stacking Lian WangYuedong YaoFengpeng Lai Original Paper 15 July 2022 Pages: 1279 - 1295
On several numerical strategies to solve Richards’ equation in heterogeneous media with finite volumes Sabrina BassettoClément CancèsQuang-Huy Tran Original Paper 22 July 2022 Pages: 1297 - 1322
Gas-oil gravity drainage mechanism in fractured oil reservoirs: surrogate model development and sensitivity analysis Mohammad MadaniMarzieh Alipour Original Paper 29 July 2022 Pages: 1323 - 1343
Evaluating the impact of increasing temperatures on changes in Soil Organic Carbon stocks: sensitivity analysis and non-standard discrete approximation Fasma DieleIlenia LuisoEdyta Woźniak Original Paper Open access 03 August 2022 Pages: 1345 - 1366