LLM4ED: Large Language Models for Automatic Equation Discovery. - Mengge Du; Yuntian Chen; Zhongzheng Wang 001; Longfeng Nie; Dongxiao Zhang (CoRR, 2024)

Optimization of geological carbon storage operations with multimodal latent dynamic model and deep reinforcement learning. - Zhongzheng Wang 001; 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 001; Yaochu Jin (CoRR, 2024)

Generative emulation and uncertainty quantification of geological CO2 storage with conditional diffusion models. - Zhongzheng Wang 001; Yuntian Chen; Guodong Chen 002; Qiang Zheng; Tianhao Wu 012; Dongxiao Zhang (Appl. Soft Comput., 2025)

Expensive Multiobjective Optimization Guided by Attention-Enhanced Generative Models. - Guodong Chen 002; Zhongzheng Wang 001; Qiqi Liu; Jiu Jimmy Jiao; Yaochu Jin (IEEE Trans. Neural Networks Learn. Syst., 2026)

Rank-Based Learning and Local Model-Based Evolutionary Algorithm for High-Dimensional Expensive Multiobjective Problems. - Guodong Chen 002; Jiu Jimmy Jiao; Xiaoming Xue 001; Zhongzheng Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2026)