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J

Jiyizhe Zhang

University of Manchester

9H-index
29Paper Count
205Citation Count
Published Papers 17
Publication Date
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A knowledge graph framework for digital twins of chemical processes
errNature Chemical Engineering
IF0
err2026-05-01
err1
PREAI
errZhang, Shuyuan; Zhang, Jiyizhe; Lapkin, Alexei A.
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Autonomous in silico optimization framework for high-performance micromixers
errChemical Engineering Journal
IF13.2
err2026-01-13
err0
errOAAI
errXiao Liang; Yue Xie; Jiyizhe Zhang; Wensheng Huang; Boyu Pan; Xin Yee Tai; Jin Xuan; Alexei A. Lapkin; Huizhi Wang
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A Machine Learning-Driven Pore-Scale Network Model Coupling Reaction Kinetics and Interparticle Transport for Catalytic Process Design
errADVANCED SCIENCE
IF14.1
err2025-12-01
err0
errOAAI
errQu, Ming-Liang; Ding, Zhao-Bin; Zhang, Dingyue; Foroughi, Sajjad; Chen, Huanhao; Yu, Zi-Tao; Zhang, Jiyizhe; Xiao, Lifeng; Blunt, Martin J.; Fan, Xiaolei; Lin, Qingyang
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Automated Generation of Mechanistic Models for Chemical Process Digital Twins using Reinforcement Learning - Part II: Compartmentalization and Learning-Based Recalibration
errComputers & Chemical Engineering
IF3.9
err2025-09-01
err0
errOAAI
errJan-Frederic Laub; Jiyizhe Zhang; Mathis Heyer; Alexei A. Lapkin
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errSave
Automated Generation of Mechanistic Models for Chemical Process Digital Twins using Reinforcement Learning Part I: Conceptual Framework and Equation Generation
errComputers & Chemical Engineering
IF3.9
err2025-07-20
err0
errOAAI
errMathis Heyer; Jiyizhe Zhang; Naoto Sugisawa; Jan-Frederic Laub; Alexei A. Lapkin
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Real-time probing of fast chemical reactions at the oil/water interface during microdroplet generation
errJOURNAL OF COLLOID AND INTERFACE SCIENCE
IF9.7
err2025-06-12
err0
PREAI
errLiang, Xiao; Zhang, Jiyizhe; Gao, Kunlun; Wang, Huizhi; Wang, Kai; Luo, Guangsheng
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Multi-objective reaction optimization under uncertainties using expected quantile improvement
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-03-01
err1
PREAI
errZhang, Jiyizhe; Semochkina, Daria; Sugisawa, Naoto; Woods, David C.; Lapkin, Alexei A.
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Multi-objective Bayesian optimisation using q-noisy expected hypervolume improvement (qNEHVI) for the Schotten-Baumann reaction
errREACTION CHEMISTRY & ENGINEERING
IF3.1
err2024-01-01
err10
errOAAI
errZhang, Jiyizhe; Sugisawa, Naoto; Felton, Kobi C.; Fuse, Shinichiro; Lapkin, Alexei A.
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errSave
Dynamic interfacial tension and adsorption kinetics of nonionic surfactants during microfluidic droplet formation process
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2022-10-01
err19
PREAI
errLiang, Xiao; Zhang, Jiyizhe; Li, Min; Wang, Kai; Luo, Guangsheng
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errSave
Mass transfer study and combined model for a Karr column
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2022-06-01
err8
PREAI
errZhang, Jiyizhe; Li, Wen; Mumford, Kathryn A.; Fei, Weiyang; Stevens, Geoffrey W.; Wang, Yundong
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errSave
Drop sizes and population balance model for a Karr column
errAICHE JOURNAL
IF4
err2021-09-04
err6
PREAI
errZhang, Jiyizhe; Li, Wen; Mumford, Kathryn; Fei, Weiyang; Stevens, Geoffrey; Wang, Yundong
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errSave
Single drop breakage in a reciprocating plate column
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2021-07-01
err8
PREAI
errZhang, Jiyizhe; Berry, Joseph D.; Mumford, Kathryn A.; Harvie, Dalton J. E.; Fei, Weiyang; Stevens, Geoffrey W.; Wang, Yundong
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An experimental study of immiscible liquid-liquid dispersions in a pump-mixer of mixer-settler
errCHINESE JOURNAL OF CHEMICAL ENGINEERING
IF3.7
err2020-01-01
err14
PREAI
errTang, Qiao; Zhang, Jiyizhe; Wu, Yuxin; Wang, Yundong; Liu, Zuohua
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errSave
A state-of-the-art review on single drop study in liquid-liquid extraction: Experiments and simulations
errCHINESE JOURNAL OF CHEMICAL ENGINEERING
IF3.7
err2019-12-01
err31
PREAI
errZhang, Jiyizhe; Wang, Yundong; Stevens, Geoffrey W.; Fei, Weiyang
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errSave
An experimental study on single drop rising in a low interfacial tension liquid-liquid system
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2019-08-01
err10
PREAI
errZhang, Jiyizhe; Wang, Yundong; Stevens, Geoffrey W.; Fei, Weiyang
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errSave
From empirical imprinting to programmable synthetic receptors: a perspective on data science and machine learning for molecularly imprinted polymers
errPolymer Chemistry
IF3.9
err
err0
PREAI
errAhmad Alsholi; Shreya Tiwari; Jiyizhe Zhang; Marloes Peeters Corresponding Author
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From Optimization to Mechanism: Bayesian Optimization-Guided Exploration of p-Xylene Electro-oxidation
errACS Sustainable Chemistry & Engineering
IF7.3
err
err0
PREAI
errYiming Shen; Jiyizhe Zhang; Xiao Liang; Kai Wang
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
M
Martin J. Blunt
H-index: 108 · Papers: 775
G
Geoffrey W. Stevens
H-index: 74 · Papers: 821
肖亮 cover
肖亮 (Liang Xiao)
H-index: 73 · Papers: 549
骆广生 cover
骆广生 (Guangsheng Luo)
H-index: 56 · Papers: 438
A
Alexei A. Lapkin
H-index: 56 · Papers: 357
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