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D

Dongda Zhang

The University of Manchester

35H-index
223Paper Count
3.2KCitation Count
Published Papers 76
Publication Date
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Physics-informed symbolic regression for data-efficient kinetic model discovery
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2026-10-17
err0
errOAAI
errMiguel Ángel de Carvalho Servia; Ammar Ali; Ilya Orson Sandoval; King Kuok (Mimi) Hii; Klaus Hellgardt; Dongda Zhang; Mehmet Mercangöz; Ehecatl Antonio del Rio Chanona
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A data-driven online fault detection framework for industrial batch fermentation
errBiochemical Engineering Journal
IF3.8
err2026-10-09
err0
errOAAI
errOliver Pennington; Alexander W. Rogers; Adam Wilson; Carolina Cruz; Dongda Zhang
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errSave
Enabling Bioprocess Upscaling Prediction Through Hybrid Modelling and Transfer Learning Under Small-Data Scenarios
errBiotechnology and Bioengineering
IF3.6
err2026-09-22
err0
errOAAI
errHarvey Al-Ramadhan; Fernando Vega-Ramon; Keju Jing; Dongda Zhang
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errSave
Anaerobic co-digestion of agricultural feedstock at industrial scale: Validating ‘Physical Twin’ lab scale parameters and modelling complex feedstock co-digestion
errBiochemical Engineering Journal
IF3.8
err2026-08-10
err0
PREAI
errRohit Murali; Benaissa Dekhici; Tao Chen; Dongda Zhang; Michael Short
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errSave
Advancing Catalytic Reaction Rate Model Development with Physics-Guided Hybrid Modeling
errIndustrial & Engineering Chemistry Research
IF0
err2026-07-03
err0
PREAI
errFernando Vega-Ramon; Alexander W. Rogers; Harry Kay; E. Hugh Stitt; Robert Gallen; Christopher Hardacre; Dongda Zhang
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errSave
Data-Driven Digitalisation of Batch Operations through Automated Reconstruction and Clustering of Process Flow Diagrams
errDigital Chemical Engineering
IF4.1
err2026-05-14
err0
errOAAI
errTom Wyrwoll; Stephanie Cunliffe; Amanda Lane; Dongda Zhang
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Improving Fidelity and Diversity in Chemical Language Transformers for Inverse Molecular Design
errJournal of Chemical Information and Modeling
IF5.3
err2026-03-04
err0
PREAI
errAlexander W. Rogers; Ruediger Zillmer; Amanda Lane; Adam Kowalski; Dongda Zhang
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A Surrogate-Enhanced Framework for flexible and optimal operational space identification under uncertainty
errChemical Engineering Science
IF4.3
err2025-11-14
err0
errOAAI
errSam Kay; Mengjia Zhu; Amanda Lane; Jane Shaw; Dongda Zhang
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errSave
Anaerobic digestion site-wide optimisation and decision-making: An industrial perspective and review
errRenewable and Sustainable Energy Reviews
IF16.3
err2025-10-16
err0
PREAI
errRohit Murali; Angela Bywater; Meshkat Dolat; Benaissa Dekhici; Mohammadamin Zarei; Lauren Hilton; Jhuma Sadhukhan; Dongda Zhang; Michael Short
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errSave
MolPrice: assessing synthetic accessibility of molecules based on market value
errJournal of Cheminformatics
IF5.7
err2025-10-02
err0
errOAAI
errFriedrich Hastedt; Klaus Hellgardt; Sophia Yaliraki; Dongda Zhang; Antonio del Rio Chanona
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errSave
Reinforcement Learning for Robust Dynamic Metabolic Control
errBIOTECHNOLOGY AND BIOENGINEERING
IF3.6
err2025-10-01
err0
errOAAI
errEspinel-Rios, Sebastian; Walser, River; Zhang, Dongda
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Simplest Mechanism Builder Algorithm (SiMBA): An Automated Microkinetic Model Discovery Tool
errChem. Sci.
IF7.4
err2025-08-11
err0
errOAAI
errMiguel Ángel de Carvalho Servia; King Kuok Mimi Hii; Klaus Hellgardt; Dongda Zhang; Antonio Del Rio Chanona
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errSave
Reinforcement learning for efficient and robust multi-setpoint and multi-trajectory tracking in bioprocesses
errComputers & Chemical Engineering
IF3.9
err2025-07-25
err0
errOAAI
errSebastián Espinel-Ríos; José L. Avalos; Ehecatl Antonio del Rio Chanona; Dongda Zhang
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errSave
Interpretable-AI-Based Model Structural Transfer Learning to Accelerate Bioprocess Model Construction
errBiotechnology and Bioengineering
IF3.6
err2025-07-18
err0
PREAI
errAlexander W. Rogers; Fernando Vega-Ramon; Amanda Lane; Philip Martin; Dongda Zhang
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errSave
Extracting microkinetic insights from macroscopic measurements: A power law modelling framework for catalytic reaction mechanism analysis
errChemical Engineering Science
IF4.3
err2025-07-13
err0
errOAAI
errFernando Vega-Ramon; Christopher Hardacre; Dongda Zhang
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errSave
Breaking barriers to modelling biotechnologies with machine learning
errRESOURCES CONSERVATION AND RECYCLING
IF10.9
err2025-04-01
err0
errOAAI
errFisher, Oliver J.; Short, Michael; Zhang, Dongda; Guo, Miao; Gomes, Rachel L.
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CFD predictive simulations of miniature bioreactor mixing dynamics coupled with photo-bioreaction kinetics in transitional flow regime
errBIOCHEMICAL ENGINEERING JOURNAL
IF3.8
err2025-02-01
err0
errOAAI
errCho, Bovinille Anye; Teke, George Mbella; Gakingo, Godfrey K.; Pott, Robert William McClelland; Zhang, Dongda
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A novel approach to identify optimal and flexible operational spaces for product quality control
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2025-02-01
err0
errOAAI
errKay, Sam; Zhu, Mengjia; Lane, Amanda; Shaw, Jane; Martin, Philip; Zhang, Dongda
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errSave
Integrating feature attribution and symbolic regression for automatic model structure identification and strategic sampling
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-02-01
err0
errOAAI
errRogers, Alexander W.; Lane, Amanda; Mendoza, Cesar; Watson, Simon; Kowalski, Adam; Martin, Philip; Zhang, Dongda
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errSave
Synergistic interplay of photobioreactor mixing and static mixer configuration on Rhodoseupdomonas palustris's growth and biohydrogen production
errFUEL
IF7.5
err2024-12-01
err3
errOAAI
errGrobler, Elze; Teke, George M.; Cho, Bovinille Anye; Zhang, Dongda; Pott, Robert W. M.
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Research Directions

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Co-authors
Cooperation Journals
樊春海 cover
樊春海 (Chunhai Fan)
H-index: 148 · Papers: 1.2K
杨
杨敏 (Min Yang)
H-index: 121 · Papers: 3.6K
丁
丁建勋 (Jianxun Ding)
H-index: 90 · Papers: 437
C
CarrollMichael (Christopher Hardacre)
H-index: 88 · Papers: 762
N
Nilay Shah
H-index: 84 · Papers: 584
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