Dongda Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Gaussian Process

Production Processes

Chance Constrained

Reinforcement Learning

Top Venues

Comput. Chem. Eng.

Publications

Alexander W. Rogers, Amanda Lane, Cesar Mendoza, Simon Watson, Adam Kowalski, Philip Martin, Dongda Zhang
Integrating knowledge-guided symbolic regression and model-based design of experiments to automate process flow diagram development. CoRR (2024)
Miguel Ángel de Carvalho Servia, Ilya Orson Sandoval, Klaus Hellgardt, King Kuok Hii, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
The Automated Discovery of Kinetic Rate Models - Methodological Frameworks. CoRR (2023)
Max Mowbray, Panagiotis Petsagkourakis, Ehecatl Antonio del Rio-Chanona, Dongda Zhang
Safe chance constrained reinforcement learning for batch process control. Comput. Chem. Eng. 157 (2022)
Max Mowbray, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
Distributional Reinforcement Learning for Scheduling of (Bio)chemical Production Processes. CoRR (2022)
Max Mowbray, Panagiotis Petsagkourakis, Ehecatl Antonio del Rio-Chanona, Robin Smith, Dongda Zhang
Safe Chance Constrained Reinforcement Learning for Batch Process Control. CoRR (2021)
Elton Pan, Panagiotis Petsagkourakis, Max Mowbray, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
Constrained model-free reinforcement learning for process optimization. Comput. Chem. Eng. 154 (2021)
Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
Constrained Reinforcement Learning for Dynamic Optimization under Uncertainty. CoRR (2020)
Elton Pan, Panagiotis Petsagkourakis, Max Mowbray, Dongda Zhang, Antonio del Rio-Chanona
Constrained Model-Free Reinforcement Learning for Process Optimization. CoRR (2020)
Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Federico Galvanin, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
Chance Constrained Policy Optimization for Process Control and Optimization. CoRR (2020)
Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
Reinforcement learning for batch bioprocess optimization. Comput. Chem. Eng. 133 (2020)
Eric Bradford, Lars Imsland, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
Stochastic data-driven model predictive control using gaussian processes. Comput. Chem. Eng. 139 (2020)
Eric Bradford, Lars Imsland, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
Stochastic data-driven model predictive control using Gaussian processes. CoRR (2019)
Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
Reinforcement Learning for Batch Bioprocess Optimization. CoRR (2019)
Eric Bradford, Artur M. Schweidtmann, Dongda Zhang, Keju Jing, Ehecatl Antonio del Rio-Chanona
Dynamic modeling and optimization of sustainable algal production with uncertainty using multivariate Gaussian processes. Comput. Chem. Eng. 118 (2018)