NOLGP: A Novel Optimized Large-Scale Graph Partitioning Algorithm. - Yanni Li; Wencheng Yang; Zhengang Zhong; Yueshen Xu (CIS, 2019)

Data-driven distributionally robust MPC using the Wasserstein metric. - Zhengang Zhong; Ehecatl Antonio del Rio-Chanona; Panagiotis Petsagkourakis (CoRR, 2021)

A hybrid data-driven and mechanistic model soft sensor for estimating CO2 concentrations for a carbon capture pilot plant. - Yilin Zhuang; Yixuan Liu; Akhil Ahmed; Zhengang Zhong; Ehecatl Antonio del Rio-Chanona; Colin P. Hale; Mehmet Mercangöz (Comput. Ind., 2022)

An efficient data-driven distributionally robust MPC leveraging linear programming. - Zhengang Zhong; Ehecatl Antonio del Rio-Chanona; Panagiotis Petsagkourakis (ACC, 2023)

Tube-based distributionally robust model predictive control for nonlinear process systems via linearization. - Zhengang Zhong; Ehecatl Antonio del Rio-Chanona; Panagiotis Petsagkourakis (Comput. Chem. Eng., 2023)

Data-Driven Distributionally Robust Safety Verification Using Barrier Certificates and Conditional Mean Embeddings. - Oliver Schön; Zhengang Zhong; Sadegh Soudjani (ACC, 2024)

Multi-level Optimal Control with Neural Surrogate Models. - Dante Kalise; Estefanía Loayza-Romero; Kirsten A. Morris; Zhengang Zhong (CoRR, 2024)