Enhanced linearized reduced-order models for subsurface flow simulation. - Jincong He; J. Sætrom; Louis J. Durlofsky (J. Comput. Phys., 2011)

Reduced-order flow modeling and geological parameterization for ensemble-based data assimilation. - Jincong He; Pallav Sarma; Louis J. Durlofsky (Comput. Geosci., 2013)

Deep Reinforcement Learning for Constrained Field Development Optimization in Subsurface Two-phase Flow. - Yusuf Nasir; Jincong He; Chaoshun Hu; Shusei Tanaka; Kainan Wang; XianHuan Wen (Frontiers Appl. Math. Stat., 2021)