A Machine Learning‐Driven Pore‐Scale Network Model Coupling Reaction Kinetics and Interparticle Transport for Catalytic Process Design
Year: 2025
Type: article
Language: en
Topic: Machine Learning in Materials Science
Authors and affiliations:
raw_author_name: Ming‐Liang Qu
raw_affiliation_strings: Department of Earth Science and Engineering Imperial College London  London SW7 2AZ UK
State Key Laboratory of Clean Energy Utilization Zhejiang University  Hangzhou 310027 China
Wenzhou Key Laboratory of Novel Optoelectronic and Nano Materials Institute of Wenzhou Zhejiang University  Wenzhou 325006 China
Wenzhou Key Laboratory of Novel Optoelectronic and Nano Materials, Institute of Wenzhou, Zhejiang University, Wenzhou, 325006 China
State Key Laboratory of Clean Energy Utilization, Zhejiang University, Hangzhou, 310027 China
Department of Earth Science and Engineering, Imperial College London, London, SW7 2AZ UK
raw_author_name: Zhao‐Bin Ding
raw_affiliation_strings: School of Chemical Engineering and Technology Sun Yat‐sen University  Zhuhai 519028 China
School of Chemical Engineering and Technology, Sun Yat-sen University, Zhuhai, 519028 China
raw_author_name: Dingyue Zhang
raw_affiliation_strings: State Key Laboratory of Materials‐Oriented Chemical Engineering College of Chemical Engineering Nanjing Tech University  Nanjing 210009 China
State Key Laboratory of Materials-Oriented Chemical Engineering, College of Chemical Engineering, Nanjing Tech University, Nanjing, 210009 China
raw_author_name: Sajjad Foroughi
raw_affiliation_strings: Department of Earth Science and Engineering Imperial College London  London SW7 2AZ UK
Department of Earth Science and Engineering, Imperial College London, London, SW7 2AZ UK
raw_author_name: Huanhao Chen
raw_affiliation_strings: State Key Laboratory of Materials‐Oriented Chemical Engineering College of Chemical Engineering Nanjing Tech University  Nanjing 210009 China
State Key Laboratory of Materials-Oriented Chemical Engineering, College of Chemical Engineering, Nanjing Tech University, Nanjing, 210009 China
raw_author_name: Zi‐Tao Yu
raw_affiliation_strings: State Key Laboratory of Clean Energy Utilization Zhejiang University  Hangzhou 310027 China
State Key Laboratory of Clean Energy Utilization, Zhejiang University, Hangzhou, 310027 China
raw_author_name: Jiyizhe Zhang
raw_affiliation_strings: Department of Chemical Engineering School of Engineering The University of Manchester  Manchester M13 9PL UK
Department of Chemical Engineering and Biotechnology University of Cambridge  Cambridge CB3 0AS UK
Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, CB3 0AS UK
Department of Chemical Engineering, School of Engineering, The University of Manchester, Manchester, M13 9PL UK
raw_author_name: Lifeng Xiao
raw_affiliation_strings: Green Synenergy Co.  No. 1299 Kehai Avenue Shaoxing 312000 China
Green Synenergy Co., No. 1299 Kehai Avenue, Shaoxing, 312000 China
raw_author_name: Martin J. Blunt
raw_affiliation_strings: Department of Earth Science and Engineering Imperial College London  London SW7 2AZ UK
Department of Earth Science and Engineering, Imperial College London, London, SW7 2AZ UK
raw_author_name: Xiaolei Fan
raw_affiliation_strings: Department of Chemical Engineering School of Engineering The University of Manchester  Manchester M13 9PL UK
Nottingham Ningbo China Beacons of Excellence Research and Innovation Institute University of Nottingham Ningbo China  211 Xingguang Road Ningbo 315100 China
Wenzhou Key Laboratory of Novel Optoelectronic and Nano Materials Institute of Wenzhou Zhejiang University  Wenzhou 325006 China
Department of Chemical Engineering, School of Engineering, The University of Manchester, Manchester, M13 9PL UK
Wenzhou Key Laboratory of Novel Optoelectronic and Nano Materials, Institute of Wenzhou, Zhejiang University, Wenzhou, 325006 China
Nottingham Ningbo China Beacons of Excellence Research and Innovation Institute, University of Nottingham Ningbo China, 211 Xingguang Road, Ningbo, 315100 China
raw_author_name: Qingyang Lin
raw_affiliation_strings: Department of Earth Science and Engineering Imperial College London  London SW7 2AZ UK
State Key Laboratory of Clean Energy Utilization Zhejiang University  Hangzhou 310027 China
Department of Earth Science and Engineering, Imperial College London, London, SW7 2AZ UK
State Key Laboratory of Clean Energy Utilization, Zhejiang University, Hangzhou, 310027 China