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Zhengang Zhong
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2020 – today
- 2026
[i7]Oliver Schön, Zhengang Zhong, Sadegh Soudjani:
Kernel-Based Learning of Safety Barriers. CoRR abs/2601.12002 (2026)
[i6]Zhengang Zhong, Yury Korolev, Matthew Thorpe:
Large Data Limits of Laplace Learning for Gaussian Measure Data in Infinite Dimensions. CoRR abs/2601.14515 (2026)- 2025
[i5]Zhengang Zhong, Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis:
Data-driven Koopman MPC using Mixed Stochastic-Deterministic Tubes. CoRR abs/2510.21308 (2025)- 2024
[c3]Oliver Schön, Zhengang Zhong, Sadegh Soudjani:
Data-Driven Distributionally Robust Safety Verification Using Barrier Certificates and Conditional Mean Embeddings. ACC 2024: 3417-3423
[i4]Dante Kalise
, Estefanía Loayza-Romero, Kirsten A. Morris, Zhengang Zhong:
Multi-level Optimal Control with Neural Surrogate Models. CoRR abs/2402.07763 (2024)
[i3]Oliver Schön, Zhengang Zhong, Sadegh Soudjani:
Data-Driven Distributionally Robust Safety Verification Using Barrier Certificates and Conditional Mean Embeddings. CoRR abs/2403.10497 (2024)- 2023
[j2]Zhengang Zhong, Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis:
Tube-based distributionally robust model predictive control for nonlinear process systems via linearization. Comput. Chem. Eng. 170: 108112 (2023)
[c2]Zhengang Zhong, Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis:
An efficient data-driven distributionally robust MPC leveraging linear programming. ACC 2023: 2022-2027- 2022
[j1]Yilin Zhuang, Yixuan Liu, Akhil Ahmed, Zhengang Zhong, Ehecatl Antonio del Rio-Chanona, Colin P. Hale
, Mehmet Mercangöz
:
A hybrid data-driven and mechanistic model soft sensor for estimating CO2 concentrations for a carbon capture pilot plant. Comput. Ind. 143: 103747 (2022)
[i2]Zhengang Zhong, Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis:
Tube-based Distributionally Robust Model Predictive Control for Nonlinear Process Systems via Linearization. CoRR abs/2211.14595 (2022)- 2021
[i1]Zhengang Zhong, Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis:
Data-driven distributionally robust MPC using the Wasserstein metric. CoRR abs/2105.08414 (2021)
2010 – 2019
- 2019
[c1]Yanni Li, Wencheng Yang, Zhengang Zhong, Yueshen Xu
:
NOLGP: A Novel Optimized Large-Scale Graph Partitioning Algorithm. CIS 2019: 127-131
Coauthor Index

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