Dongda Zhang

18PUBLICATIONS
15CO-AUTHORS
Bioprocessing, bioproduction and bioproductsProcess control and simulationChemical engineering designSimulation, modelling, and programming of mechatronics systemsDeep learning
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Publications (18)

|Sep 21, 2026
Enabling Bioprocess Upscaling Prediction Through Hybrid Modelling and Transfer Learning Under Small-Data Scenarios.

|Jun 15, 2026
A Data-Efficient Framework for Automated Identification of Reaction Networks and Interpretable Rate Models.

|Mar 04, 2026
Improving Fidelity and Diversity in Chemical Language Transformers for Inverse Molecular Design.

Alexander W Rogers, Ruediger Zillmer, Amanda Lane

|Oct 02, 2025
Reinforcement Learning for Robust Dynamic Metabolic Control.

Sebastián Espinel-Ríos, River Walser, Dongda Zhang

|Jul 18, 2025
Interpretable-AI-Based Model Structural Transfer Learning to Accelerate Bioprocess Model Construction.

Alexander W Rogers, Fernando Vega-Ramon, Amanda Lane

|Oct 13, 2022
A reinforcement learning-based hybrid modeling framework for bioprocess kinetics identification.

Max R Mowbray, Chufan Wu, Alexander W Rogers

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Frequent Collaborators

4 joint publications

Ehecatl Antonio Del Rio-Chanona

3 joint publications

Keju Jing

2 joint publications

Jonathan Wagner

2 joint publications

Thomas R Savage