Efficient estimation of space varying parameters in numerical models using non-intrusive subdomain reduced order modeling. - Cong Xiao 001; Olwijn Leeuwenburgh; Hai-Xiang Lin; Arnold W. Heemink (J. Comput. Phys., 2021)

Conditioning of deep-learning surrogate models to image data with application to reservoir characterization. - Cong Xiao 001; Olwijn Leeuwenburgh; Hai-Xiang Lin; Arnold W. Heemink (Knowl. Based Syst., 2021)

Surrogate-assisted reservoir history matching. - Cong Xiao 001 (2021)

Data-driven model predictive control for closed-loop refracturing design and optimization in naturally fractured shale gas reservoir under geological uncertainty. - Cong Xiao 001; Shicheng Zhang; Xingfang Ma; Tong Zhou; Tengfei Hou; Fushan Chen (Comput. Chem. Eng., 2023)

Robust optimization of geoenergy production using data-driven deep recurrent auto-encoder and fully-connected neural network proxy. - Cong Xiao 001; Shicheng Zhang; Yuanlin Hu; Xiaolong Gu; Xingfang Ma; Tong Zhou; Jianbing Jin (Expert Syst. Appl., 2024)