Efficient hierarchical surrogate-assisted differential evolution for high-dimensional expensive optimization. - Guodong Chen 002; Yong Li; Kai Zhang 029; Xiaoming Xue; Jian Wang 010; Qin Luo; Chuanjin Yao; Jun Yao (Inf. Sci., 2021)

A radial basis function surrogate model assisted evolutionary algorithm for high-dimensional expensive optimization problems. - Guodong Chen 002; Kai Zhang 029; Xiaoming Xue; Liming Zhang; Chuanjin Yao; Jian Wang 010; Jun Yao (Appl. Soft Comput., 2022)

Data-driven evolutionary algorithm for oil reservoir well-placement and control optimization. - Guodong Chen 002; Xin Luo; Jiu Jimmy Jiao; Xiaoming Xue (CoRR, 2022)

Surrogate-assisted level-based learning evolutionary search for heat extraction optimization of enhanced geothermal system. - Guodong Chen 002; Xin Luo; Chuanyin Jiang; Jiu Jimmy Jiao (CoRR, 2022)

Affine Transformation-Enhanced Multifactorial Optimization for Heterogeneous Problems. - Xiaoming Xue; Kai Zhang 029; Kay Chen Tan; Liang Feng 001; Jian Wang 010; Guodong Chen 002; Xinggang Zhao; Liming Zhang; Jun Yao (IEEE Trans. Cybern., 2022)

Optimization of geological carbon storage operations with multimodal latent dynamic model and deep reinforcement learning. - Zhongzheng Wang; Yuntian Chen; Guodong Chen 002; Dongxiao Zhang (CoRR, 2024)

Machine Learning-Accelerated Multi-Objective Design of Fractured Geothermal Systems. - Guodong Chen 002; Jiu Jimmy Jiao; Qiqi Liu; Zhongzheng Wang; Yaochu Jin (CoRR, 2024)

Generative emulation and uncertainty quantification of geological CO2 storage with conditional diffusion models. - Zhongzheng Wang; Yuntian Chen; Guodong Chen 002; Qiang Zheng; Tianhao Wu; Dongxiao Zhang (Appl. Soft Comput., 2025)

Adaptive constraint-guided surrogate enhanced evolutionary algorithm for horizontal well placement optimization in oil reservoir. - Qinyang Dai; Liming Zhang; Peng Wang; Kai Zhang 029; Guodong Chen 002; Zhangxing Chen; Xiaoming Xue; Jian Wang 010; Chen Liu; Xia Yan; Piyang Liu; Dawei Wu; et al. (Comput. Geosci., 2025)

Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage. - Haoyue Bai 002; Guodong Chen 002; Wangyang Ying; Xinyuan Wang 011; Nanxu Gong; Sixun Dong; Giulia Pedrielli; Haoyu Wang; Haifeng Chen; Yanjie Fu (CoRR, 2025)