Machine Learning-Assisted Design of Molecular Structure of Diphenylamine Antioxidants

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Main Authors: Meng Song, Zhenyu Hu, Meng Wang, Shaopei Jia, Fengyi Cao, Lei Duan, Qi Qin, Mingli Jiao, Runguo Wang
Format: Article
Language:English
Published: American Chemical Society 2025-07-01
Series:ACS Omega
Online Access:https://doi.org/10.1021/acsomega.5c02343
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author Meng Song
Zhenyu Hu
Meng Wang
Shaopei Jia
Fengyi Cao
Lei Duan
Qi Qin
Mingli Jiao
Runguo Wang
author_facet Meng Song
Zhenyu Hu
Meng Wang
Shaopei Jia
Fengyi Cao
Lei Duan
Qi Qin
Mingli Jiao
Runguo Wang
author_sort Meng Song
collection DOAJ
format Article
id doaj-art-d5afbc310238435a962ab816c5b51eec
institution Kabale University
issn 2470-1343
language English
publishDate 2025-07-01
publisher American Chemical Society
record_format Article
series ACS Omega
spelling doaj-art-d5afbc310238435a962ab816c5b51eec2025-08-20T04:00:40ZengAmerican Chemical SocietyACS Omega2470-13432025-07-011030330633307810.1021/acsomega.5c02343Machine Learning-Assisted Design of Molecular Structure of Diphenylamine AntioxidantsMeng Song0Zhenyu Hu1Meng Wang2Shaopei Jia3Fengyi Cao4Lei Duan5Qi Qin6Mingli Jiao7Runguo Wang8School of Materials Electronics and Energy Storage, Zhongyuan University of Technology, Zhengzhou, P. R. ChinaSchool of Materials Electronics and Energy Storage, Zhongyuan University of Technology, Zhengzhou, P. R. ChinaSchool of Materials Electronics and Energy Storage, Zhongyuan University of Technology, Zhengzhou, P. R. ChinaSchool of Materials Electronics and Energy Storage, Zhongyuan University of Technology, Zhengzhou, P. R. ChinaSchool of Materials Electronics and Energy Storage, Zhongyuan University of Technology, Zhengzhou, P. R. ChinaSchool of Chemical Engineering and Materials, Changzhou Institute of Technology, Changzhou, P. R. ChinaSchool of Materials Electronics and Energy Storage, Zhongyuan University of Technology, Zhengzhou, P. R. ChinaSchool of Materials Electronics and Energy Storage, Zhongyuan University of Technology, Zhengzhou, P. R. ChinaState Key Laboratory of Organic−Inorganic Composites, Beijing University of Chemical Technology, Beijing, P. R. Chinahttps://doi.org/10.1021/acsomega.5c02343
spellingShingle Meng Song
Zhenyu Hu
Meng Wang
Shaopei Jia
Fengyi Cao
Lei Duan
Qi Qin
Mingli Jiao
Runguo Wang
Machine Learning-Assisted Design of Molecular Structure of Diphenylamine Antioxidants
ACS Omega
title Machine Learning-Assisted Design of Molecular Structure of Diphenylamine Antioxidants
title_full Machine Learning-Assisted Design of Molecular Structure of Diphenylamine Antioxidants
title_fullStr Machine Learning-Assisted Design of Molecular Structure of Diphenylamine Antioxidants
title_full_unstemmed Machine Learning-Assisted Design of Molecular Structure of Diphenylamine Antioxidants
title_short Machine Learning-Assisted Design of Molecular Structure of Diphenylamine Antioxidants
title_sort machine learning assisted design of molecular structure of diphenylamine antioxidants
url https://doi.org/10.1021/acsomega.5c02343
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AT fengyicao machinelearningassisteddesignofmolecularstructureofdiphenylamineantioxidants
AT leiduan machinelearningassisteddesignofmolecularstructureofdiphenylamineantioxidants
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