Reasoning Language Model as Rule Finder: A Case Study on C–H Bond Activation Using 2D Metal–Organic Frameworks

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Main Authors: He Lin, Xiaoqi Cui, Binglin Dai, Jiawei Chen, Pengkun Su, Zhaomin Su, Huihui Hu, Yibin Jiang, Cheng Wang
Format: Article
Language:English
Published: American Chemical Society 2025-06-01
Series:ACS Central Science
Online Access:https://doi.org/10.1021/acscentsci.5c00561
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author He Lin
Xiaoqi Cui
Binglin Dai
Jiawei Chen
Pengkun Su
Zhaomin Su
Huihui Hu
Yibin Jiang
Cheng Wang
author_facet He Lin
Xiaoqi Cui
Binglin Dai
Jiawei Chen
Pengkun Su
Zhaomin Su
Huihui Hu
Yibin Jiang
Cheng Wang
author_sort He Lin
collection DOAJ
format Article
id doaj-art-c0e1b290b9f24481b690bf9e042ae047
institution Kabale University
issn 2374-7951
language English
publishDate 2025-06-01
publisher American Chemical Society
record_format Article
series ACS Central Science
spelling doaj-art-c0e1b290b9f24481b690bf9e042ae0472025-08-20T03:51:30ZengAmerican Chemical SocietyACS Central Science2374-79512025-06-011171135114610.1021/acscentsci.5c00561Reasoning Language Model as Rule Finder: A Case Study on C–H Bond Activation Using 2D Metal–Organic FrameworksHe Lin0Xiaoqi Cui1Binglin Dai2Jiawei Chen3Pengkun Su4Zhaomin Su5Huihui Hu6Yibin Jiang7Cheng Wang8iChem, State Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, P. R. ChinaiChem, State Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, P. R. ChinaiChem, State Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, P. R. ChinaiChem, State Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, P. R. ChinaiChem, State Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, P. R. ChinaiChem, State Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, P. R. ChinaJiangsu Key Laboratory for Science and Applications of Molecular Ferroelectrics, Southeast University, Nanjing, P. R. ChinaiChem, State Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, P. R. ChinaiChem, State Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, P. R. Chinahttps://doi.org/10.1021/acscentsci.5c00561
spellingShingle He Lin
Xiaoqi Cui
Binglin Dai
Jiawei Chen
Pengkun Su
Zhaomin Su
Huihui Hu
Yibin Jiang
Cheng Wang
Reasoning Language Model as Rule Finder: A Case Study on C–H Bond Activation Using 2D Metal–Organic Frameworks
ACS Central Science
title Reasoning Language Model as Rule Finder: A Case Study on C–H Bond Activation Using 2D Metal–Organic Frameworks
title_full Reasoning Language Model as Rule Finder: A Case Study on C–H Bond Activation Using 2D Metal–Organic Frameworks
title_fullStr Reasoning Language Model as Rule Finder: A Case Study on C–H Bond Activation Using 2D Metal–Organic Frameworks
title_full_unstemmed Reasoning Language Model as Rule Finder: A Case Study on C–H Bond Activation Using 2D Metal–Organic Frameworks
title_short Reasoning Language Model as Rule Finder: A Case Study on C–H Bond Activation Using 2D Metal–Organic Frameworks
title_sort reasoning language model as rule finder a case study on c h bond activation using 2d metal organic frameworks
url https://doi.org/10.1021/acscentsci.5c00561
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