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For: Mou L, Han T, Smith PES, Sharman E, Jiang J. Machine Learning Descriptors for Data-Driven Catalysis Study. Adv Sci (Weinh) 2023;10:e2301020. [PMID: 37191279 PMCID: PMC10401178 DOI: 10.1002/advs.202301020] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 04/07/2023] [Indexed: 05/17/2023]
Number Cited by Other Article(s)
1
Cheng X, Wu C, Xu J, Han Y, Xie W, Hu P. Leveraging Machine Learning Potentials for In-Situ Searching of Active sites in Heterogeneous Catalysis. PRECISION CHEMISTRY 2024;2:570-586. [PMID: 39611023 PMCID: PMC11600352 DOI: 10.1021/prechem.4c00051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 08/19/2024] [Accepted: 08/20/2024] [Indexed: 11/30/2024]
2
Jiao Z, Liu Y, Wang Z. Application of graph neural network in computational heterogeneous catalysis. J Chem Phys 2024;161:171001. [PMID: 39484893 DOI: 10.1063/5.0227821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Accepted: 10/11/2024] [Indexed: 11/03/2024]  Open
3
Liang G, Zhang M. A Data-Driven Approach for Enhanced CO2 Capture with Ruthenium Complexes. Chemistry 2024;30:e202402114. [PMID: 39057604 DOI: 10.1002/chem.202402114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 07/19/2024] [Accepted: 07/26/2024] [Indexed: 07/28/2024]
4
Wang Y, Sun Y, Liu X, Dong F. Predicting and understanding photocatalytic CO2 reduction reaction with IR spectroscopy-based interpretable machine learning framework. PNAS NEXUS 2024;3:pgae339. [PMID: 39262856 PMCID: PMC11389833 DOI: 10.1093/pnasnexus/pgae339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 07/29/2024] [Indexed: 09/13/2024]
5
Wu X, Du J, Gao Y, Wang H, Zhang C, Zhang R, He H, Lu GM, Wu Z. Progress and challenges in nitrous oxide decomposition and valorization. Chem Soc Rev 2024;53:8379-8423. [PMID: 39007174 DOI: 10.1039/d3cs00919j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
6
Su Y, Wang X, Ye Y, Xie Y, Xu Y, Jiang Y, Wang C. Automation and machine learning augmented by large language models in a catalysis study. Chem Sci 2024;15:12200-12233. [PMID: 39118602 PMCID: PMC11304797 DOI: 10.1039/d3sc07012c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Accepted: 06/21/2024] [Indexed: 08/10/2024]  Open
7
Qin H, Zhang H, Wu K, Wang X, Fan W. A systematic theoretical study of CO2 hydrogenation towards methanol on Cu-based bimetallic catalysts: role of the CHO&CH3OH descriptor in thermodynamic analysis. Phys Chem Chem Phys 2024;26:19088-19104. [PMID: 38842113 DOI: 10.1039/d4cp01009d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2024]
8
Kirkvold C, Collins BA, Goodpaster JD. CatEmbed: A Machine-Learned Representation Obtained via Categorical Entity Embedding for Predicting Adsorption and Reaction Energies on Bimetallic Alloy Surfaces. J Phys Chem Lett 2024;15:6791-6797. [PMID: 38913414 DOI: 10.1021/acs.jpclett.4c01492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/25/2024]
9
Li P, Dong L, Li C, Li Y, Zhao J, Peng B, Wang W, Zhou S, Liu W. Machine Learning to Promote Efficient Screening of Low-Contact Electrode for 2D Semiconductor Transistor Under Limited Data. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024;36:e2312887. [PMID: 38606800 DOI: 10.1002/adma.202312887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 03/09/2024] [Indexed: 04/13/2024]
10
Peng X, Zhang M, Zhang T, Zhou Y, Ni J, Wang X, Jiang L. Single-atom and cluster catalysts for thermocatalytic ammonia synthesis at mild conditions. Chem Sci 2024;15:5897-5915. [PMID: 38665515 PMCID: PMC11041362 DOI: 10.1039/d3sc06998b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Accepted: 03/07/2024] [Indexed: 04/28/2024]  Open
11
Miao L, Jia W, Cao X, Jiao L. Computational chemistry for water-splitting electrocatalysis. Chem Soc Rev 2024;53:2771-2807. [PMID: 38344774 DOI: 10.1039/d2cs01068b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
12
Yuan T, Song X, Shi Y, Wei S, Han Y, Yang L, Zhang Y, Li X, Li Y, Shen L, Fan L. Perspectives on development of optoelectronic materials in artificial intelligence age. Chem Asian J 2024:e202301088. [PMID: 38317532 DOI: 10.1002/asia.202301088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 01/28/2024] [Accepted: 02/05/2024] [Indexed: 02/07/2024]
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