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The University of Birmingham: Birmingham, GB

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University of Birmingham

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A Multiagent-Driven Robotic AI Chemist Enabling Autonomous Chemical Research On Demand

Journal of the American Chemical Society
2025-03-08 | Journal article
Contributors: Tao Song; Man Luo; Xiaolong Zhang; Linjiang Chen; Yan Huang; Jiaqi Cao; Qing Zhu; Daobin Liu; Baicheng Zhang; Gang Zou et al.
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Crossref

Transformer-Based Models for Predicting Molecular Structures from Infrared Spectra Using Patch-Based Self-Attention

The Journal of Physical Chemistry A
2025-02-27 | Journal article
Contributors: Wenjin Wu; Aleš Leonardis; Jianbo Jiao; Jun Jiang; Linjiang Chen
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Crossref

IR-Bot: an autonomous robotic system for real-time chemical mixture analysis via infrared spectroscopy and machine learning

2025-02-05 | Preprint
Contributors: Xiaoyu Yue; Tao Song; Jiaqi Cao; Xiaolong Zhang; Shuo Feng; Weiwei Shang; Jun Jiang; Linjiang Chen
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Crossref

Fine-tuning GPT-3 for machine learning electronic and functional properties of organic molecules

Chemical Science
2024 | Journal article
Contributors: Zikai Xie; Xenophon Evangelopoulos; Ömer H. Omar; Alessandro Troisi; Andrew I. Cooper; Linjiang Chen
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Screening potential dye sensitizers for water splitting photocatalysts using a genetic algorithm

Physical Chemistry Chemical Physics
2024 | Journal article
Contributors: Tao Liu; Linjiang Chen; Xiaoyan Wang; Andrew I. Cooper
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A Machine Learned Potential for Investigating Single Crystal to Single Crystal Transformations in Complex Organic Molecular Systems

2024-10-08 | Preprint
Contributors: Chengxi Zhao; Honglai Liu; Da-Hui Qu; Andrew Cooper; Linjiang Chen
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Crossref

Physics-informed dual-objective optimization of high-entropy-alloy nanozymes by a robotic AI chemist

2024-09-27 | Preprint
Contributors: Man Luo; Zikai Xie; Huirong Li; Baicheng Zhang; Jiaqi Cao; Yan Huang; Qing Zhu; Linjiang Chen; Jun Jiang; Yi Luo
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Effective Screening Descriptors of Metal–Organic Framework-Supported Single-Atom Catalysts for Electrochemical CO2 Reduction Reactions: A Computational Study

ACS Catalysis
2024-09-06 | Journal article
Contributors: Li-Hui Mou; Jiahui Du; Yanbo Li; Jun Jiang; Linjiang Chen
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Crossref

A multi-robot-multi-task scheduling system for autonomous chemistry laboratories

2024-08-09 | Preprint
Contributors: Junyi Zhou; Man Luo; Linjiang Chen; Qing Zhu; Shan Jiang; Fei Zhang; Weiwei Shang; Jun Jiang
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Crossref

Sequential closed-loop Bayesian optimization as a guide for organic molecular metallophotocatalyst formulation discovery

Nature Chemistry
2024-08-01 | Journal article | Author
SOURCE-WORK-ID:

2beff1c1-dd2b-4ec1-979d-b91fd24a9a0f

EID:

2-s2.0-85195653560

Contributors: Xiaobo Li; Yu Che; Linjiang Chen; Tao Liu; Kewei Wang; Lunjie Liu; Haofan Yang; Edward O. Pyzer-Knapp; Andrew I. Cooper
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University of Birmingham
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A multi-agent-driven robotic AI chemist enabling autonomous chemical research on demand

2024-07-30 | Preprint
Contributors: Tao Song; Man Luo; Linjiang Chen; Yan Huang; Qing Zhu; Daobin Liu; Baicheng Zhang; Gang Zou; Fei Zhang; Weiwei Shang et al.
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Crossref

A multi-agent-driven robotic AI chemist enabling autonomous chemical research on demand

2024-07-30 | Preprint
Contributors: Tao Song; Man Luo; Linjiang Chen; Yan Huang; Qing Zhu; Daobin Liu; Baicheng Zhang; Gang Zou; Fei Zhang; Weiwei Shang et al.
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Crossref

Analysis and prediction in SCR experiments using GPT-4 with an effective chain-of-thought prompting strategy

iScience
2024-04 | Journal article
Contributors: Muyu Lu; Fengyu Gao; Xiaolong Tang; Linjiang Chen
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Intuitive and Efficient Approach to Determine the Band Structure of Covalent Organic Frameworks from Their Chemical Constituents

Journal of Chemical Theory and Computation
2024-02-13 | Journal article
Contributors: Changchun Ding; Xiaoyu Xie; Linjiang Chen; Alessandro Troisi
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Knowledge-Driven Experimental Discovery of Ce-Based Metal Oxide Composites for Selective Catalytic Reduction of NOx with NH3 through Interpretable Machine Learning

ACS Applied Materials & Interfaces
2024-01-24 | Journal article
Contributors: Muyu Lu; Fengyu Gao; Yiran Tan; Honghong Yi; Yang Gui; Yan Xu; Ya Wang; Yuansong Zhou; Xiaolong Tang; Linjiang Chen
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Crossref

Investigating the factors that influence sacrificial hydrogen evolution activity for three structurally-related molecular photocatalysts: thermodynamic driving force, excited-state dynamics, and surface interaction with cocatalysts

Physical Chemistry Chemical Physics
2023 | Journal article
Contributors: Tao Liu; Linjiang Chen; Xiaobo Li; Andrew I. Cooper
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Machine Learning Accelerated Exploration of Ternary Organic Heterojunction Photocatalysts for Sacrificial Hydrogen Evolution

Journal of the American Chemical Society
2023-12-13 | Journal article
Contributors: Haofan Yang; Yu Che; Andrew I. Cooper; Linjiang Chen; Xiaobo Li
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Crossref

GPT-4-powered analysis and prediction of experiments through an effective chain-of-thought prompting strategy: a case study of selective catalytic reduction of NOx with NH3 by metal-oxide composites

2023-11-17 | Preprint
Contributors: Muyu Lu; Fengyu Gao; Xiaolong Tang; Linjiang Chen
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The Active Encounter Complex in Frustrated Lewis Pair Chemistry

2023-08-30 | Working paper | Author
SOURCE-WORK-ID:

bc01081c-ab25-4f08-8de6-b6d7cd009153

Contributors: Alastair Littlewood; Tao Liu; Linjiang Chen; Timothy Barendt; Andrew Jupp
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University of Birmingham

Fine-tuning GPT-3 for machine learning electronic and functional properties of organic molecules

2023-08-23 | Preprint
Contributors: Zikai Xie; Xenophon Evangelopoulos; Ömer Omar; Alessandro Troisi; Andrew I. Cooper; Linjiang Chen
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Crossref

Experimental Confirmation of a Predicted Porous Hydrogen‐Bonded Organic Framework

Angewandte Chemie International Edition
2023-08-21 | Journal article
Contributors: Caitlin E. Shields; Xue Wang; Thomas Fellowes; Rob Clowes; Linjiang Chen; Graeme M. Day; Anna G. Slater; John W. Ward; Marc A. Little; Andrew I. Cooper
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Experimental Confirmation of a Predicted Porous Hydrogen‐Bonded Organic Framework

Angewandte Chemie
2023-08-21 | Journal article
Contributors: Caitlin E. Shields; Xue Wang; Thomas Fellowes; Rob Clowes; Linjiang Chen; Graeme M. Day; Anna G. Slater; John W. Ward; Marc A. Little; Andrew I. Cooper
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Frontispiece: Experimental Confirmation of a Predicted Porous Hydrogen‐Bonded Organic Framework

Angewandte Chemie International Edition
2023-08-21 | Journal article
Contributors: Caitlin E. Shields; Xue Wang; Thomas Fellowes; Rob Clowes; Linjiang Chen; Graeme M. Day; Anna G. Slater; John W. Ward; Marc A. Little; Andrew I. Cooper
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Frontispiz: Experimental Confirmation of a Predicted Porous Hydrogen‐Bonded Organic Framework

Angewandte Chemie
2023-08-21 | Journal article
Contributors: Caitlin E. Shields; Xue Wang; Thomas Fellowes; Rob Clowes; Linjiang Chen; Graeme M. Day; Anna G. Slater; John W. Ward; Marc A. Little; Andrew I. Cooper
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Crossref

How Reproducible are Surface Areas Calculated from the BET Equation?

Advanced Materials
2022 | Journal article
EID:

2-s2.0-85130745354

Part of ISSN: 15214095 09359648
Contributors: Osterrieth, J.W.M.; Rampersad, J.; Madden, D.; Rampal, N.; Skoric, L.; Connolly, B.; Allendorf, M.D.; Stavila, V.; Snider, J.L.; Ameloot, R. et al.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Mapping the Porous and Chemical Structure−Function Relationships of Trace CH<sub>3</sub>I Capture by Metal−Organic Frameworks using Machine Learning

ACS Applied Materials and Interfaces
2022 | Journal article
EID:

2-s2.0-85140416456

Part of ISSN: 19448252 19448244
Contributors: Wu, X.; Che, Y.; Chen, L.; Amigues, E.J.; Wang, R.; He, J.; Dong, H.; Ding, L.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Photoinduced inverse vulcanization

Nature Chemistry
2022 | Journal article
EID:

2-s2.0-85140821989

Part of ISSN: 17554349 17554330
Contributors: Jia, J.; Liu, J.; Wang, Z.-Q.; Liu, T.; Yan, P.; Gong, X.-Q.; Zhao, C.; Chen, L.; Miao, C.; Zhao, W. et al.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Reconstructed covalent organic frameworks

Nature
2022 | Journal article
EID:

2-s2.0-85127645672

Part of ISSN: 14764687 00280836
Contributors: Zhang, W.; Chen, L.; Dai, S.; Zhao, C.; Ma, C.; Wei, L.; Zhu, M.; Chong, S.Y.; Yang, H.; Liu, L. et al.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier
grade
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A Cubic 3D Covalent Organic Framework with nbo Topology

Journal of the American Chemical Society
2021 | Journal article
EID:

2-s2.0-85116035590

Part of ISSN: 15205126 00027863
Contributors: Wang, X.; Bahri, M.; Fu, Z.; Little, M.A.; Liu, L.; Niu, H.; Browning, N.D.; Chong, S.Y.; Chen, L.; Ward, J.W. et al.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Combining machine learning and high-throughput experimentation to discover photocatalytically active organic molecules

Chemical Science
2021 | Journal article
Contributors: Xiaobo Li; Phillip M. Maffettone; Yu Che; Tao Liu; Linjiang Chen; Andrew I. Cooper
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Crystallization of Covalent Triazine Frameworks via a Heterogeneous Nucleation Approach for Efficient Photocatalytic Applications

Chemistry of Materials
2021 | Journal article
EID:

2-s2.0-85103387469

Part of ISSN: 15205002 08974756
Contributors: Guo, L.; Wang, X.; Zhan, Z.; Zhao, Y.; Chen, L.; Liu, T.; Tan, B.; Jin, S.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Exploring cooperative porosity in organic cage crystals using in situ diffraction and molecular simulations

Faraday Discussions
2021 | Journal article
Contributors: Linjiang Chen; Yu Che; Andrew I. Cooper; Samantha Y. Chong
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How reproducible are surface areas calculated from the BET equation?

ChemRxiv
2021 | Other
EID:

2-s2.0-85128000565

Part of ISSN: 25732293
Contributors: Osterrieth, J.W.M.; Rampersad, J.; Madden, D.; Rampal, N.; Skoric, L.; Connolly, B.; Allendorf, M.D.; Stavila, V.; Snider, J.L.; Ameloot, R. et al.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

In Silico Tuning of the Pore Surface Functionality in Al-MOFs for Trace CH<sub>3</sub>I Capture

ACS Omega
2021 | Journal article
EID:

2-s2.0-85111280359

Part of ISSN: 24701343
Contributors: Wu, X.; Chen, L.; Amigues, E.J.; Wang, R.; Pang, Z.; Ding, L.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Inherent Ethyl Acetate Selectivity in a Trianglimine Molecular Solid

Chemistry - A European Journal
2021 | Journal article
EID:

2-s2.0-85106678846

Part of ISSN: 15213765 09476539
Contributors: He, D.; Zhao, C.; Chen, L.; Little, M.A.; Chong, S.Y.; Clowes, R.; McKie, K.; Roper, M.G.; Day, G.M.; Liu, M. et al.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Sub-4 nm Nanodiamonds from Graphene-Oxide and Nitrated Polycyclic Aromatic Hydrocarbons at 423 K

ACS Nano
2021 | Journal article
EID:

2-s2.0-85110488069

Part of ISSN: 1936086X 19360851
Contributors: Shen, Y.; Su, S.; Zhao, W.; Cheng, S.; Xu, T.; Yin, K.; Chen, L.; He, L.; Zhou, Y.; Bi, H. et al.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Accelerating computational discovery of porous solids through improved navigation of energy-structure-function maps

Science Advances
2021-08-13 | Journal article
Contributors: Edward O. Pyzer-Knapp; Linjiang Chen; Graeme M. Day; Andrew I. Cooper
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Digital navigation of energy–structure–function maps for hydrogen-bonded porous molecular crystals

Nature Communications
2021-02-05 | Journal article
Contributors: Chengxi Zhao; Linjiang Chen; Yu Che; Zhongfu Pang; Xiaofeng Wu; Yunxiang Lu; Honglai Liu; Graeme M. Day; Andrew I. Cooper
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3D cage Cofs: A dynamic three-dimensional covalent organic framework with high-connectivity organic cage nodes

Journal of the American Chemical Society
2020 | Journal article
EID:

2-s2.0-85092427509

Part of ISSN: 15205126 00027863
Contributors: Zhu, Q.; Wang, X.; Clowes, R.; Cui, P.; Chen, L.; Little, M.A.; Cooper, A.I.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

A stable covalent organic framework for photocatalytic carbon dioxide reduction

Chemical Science
2020 | Journal article
EID:

2-s2.0-85077756018

Part of ISSN: 20416539 20416520
Contributors: Fu, Z.; Wang, X.; Gardner, A.M.; Wang, X.; Chong, S.Y.; Neri, G.; Cowan, A.J.; Liu, L.; Li, X.; Vogel, A. et al.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Author Correction: Hydrophilic microporous membranes for selective ion separation and flow-battery energy storage (Nature Materials, (2020), 19, 2, (195-202), 10.1038/s41563-019-0536-8)

Nature Materials
2020 | Journal article
EID:

2-s2.0-85076926584

Part of ISSN: 14764660 14761122
Contributors: Tan, R.; Wang, A.; Malpass-Evans, R.; Williams, R.; Zhao, E.W.; Liu, T.; Ye, C.; Zhou, X.; Darwich, B.P.; Fan, Z. et al.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Covalent Organic Framework Nanosheets Embedding Single Cobalt Sites for Photocatalytic Reduction of Carbon Dioxide

Chemistry of Materials
2020 | Journal article
EID:

2-s2.0-85096373611

Part of ISSN: 15205002 08974756
Contributors: Wang, X.; Fu, Z.; Zheng, L.; Zhao, C.; Wang, X.; Chong, S.Y.; McBride, F.; Raval, R.; Bilton, M.; Liu, L. et al.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Distributed Multi-Objective Bayesian Optimization for the Intelligent Navigation of Energy Structure Function Maps for Efficient Property Discovery

ChemRxiv
2020 | Other
EID:

2-s2.0-85098909491

Part of ISSN: 25732293
Contributors: Pyzer-Knapp, E.O.; Chen, L.; Day, G.M.; Cooper, A.I.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Geometric landscapes for material discovery within energy-structure-function maps

Chemical Science
2020 | Journal article
EID:

2-s2.0-85086038419

Part of ISSN: 20416539 20416520
Contributors: Moosavi, S.M.; Xu, H.; Chen, L.; Cooper, A.I.; Smit, B.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Geometric Landscapes for Material Discovery within Energy–Structure–Function Maps

ChemRxiv
2020 | Other
EID:

2-s2.0-85095655189

Part of ISSN: 25732293
Contributors: Moosavi, S.M.; Xu, H.; Chen, L.; Cooper, A.I.; Smit, B.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Hydrophilic microporous membranes for selective ion separation and flow-battery energy storage

Nature Materials
2020 | Journal article
EID:

2-s2.0-85076127065

Part of ISSN: 14764660 14761122
Contributors: Tan, R.; Wang, A.; Malpass-Evans, R.; Williams, R.; Zhao, E.W.; Liu, T.; Ye, C.; Zhou, X.; Darwich, B.P.; Fan, Z. et al.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Photocatalytic proton reduction by a computationally identified, molecular hydrogen-bonded framework

Journal of Materials Chemistry A
2020 | Journal article
Contributors: Catherine M. Aitchison; Christopher M. Kane; David P. McMahon; Peter R. Spackman; Angeles Pulido; Xiaoyan Wang; Liam Wilbraham; Linjiang Chen; Rob Clowes; Martijn A. Zwijnenburg et al.
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Synthesis of Stable Thiazole-Linked Covalent Organic Frameworks via a Multicomponent Reaction

Journal of the American Chemical Society
2020 | Journal article
EID:

2-s2.0-85087094052

Part of ISSN: 15205126 00027863
Contributors: Wang, K.; Jia, Z.; Bai, Y.; Wang, X.; Hodgkiss, S.E.; Chen, L.; Chong, S.Y.; Wang, X.; Yang, H.; Xu, Y. et al.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Barely porous organic cages for hydrogen isotope separation

Science
2019 | Journal article
EID:

2-s2.0-85074365497

Part of ISSN: 10959203 00368075
Contributors: Liu, M.; Zhang, L.; Little, M.A.; Kapil, V.; Ceriotti, M.; Yang, S.; Ding, L.; Holden, D.L.; Balderas-Xicohténcatl, R.; He, D. et al.
Source: Self-asserted source
Linjiang Chen via Scopus - Elsevier

Efficient separation of propane and propene by a hypercrosslinked polymer doped with Ag(i)

Journal of Materials Chemistry A
2019 | Journal article
Contributors: Andrew Stephenson; Buyi Li; Linjiang Chen; Rob Clowes; Michael E. Briggs; Andrew I. Cooper
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Items per page:
Page 1 of 2

Peer review (13 reviews for 7 publications/grants)

Review activity for Advanced functional materials. (3)
Review activity for Advanced materials. (1)
Review activity for Angewandte Chemie. (3)
Review activity for Communications materials. (1)
Review activity for Journal of the American Chemical Society. (1)
Review activity for Nature communications (2)
Review activity for Nature synthesis. (2)