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RESEARCH PAPER · Chemical Communications · 2023

Predicting and analyzing organic reaction pathways by combining machine learning and reaction network approaches

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Predicting and analyzing organic reaction pathways by combining machine learning and reaction network approachesOriginalThe current research status and prospects of AI in chemical science11Computational tools for the prediction of site- and regioselectivity of organic reactions33Profiling of organic and inorganic impurities in seized methamphetamine samples from Ankara, Türkiye: A chemometric implication in forensic chemistry7A hybrid modeling strategy based on deep learning surrogate models for accurate process multi-objective optimization of iso-octanol oxidation1Competition between homogeneous and plasma chemistry in methane conversion at high temperatures: A global kinetic and graph theory analysis2Finding Pathways in Reaction Networks Guided by Energy Barriers Using Integer Linear Programing1Fine-Tuning Directional Message Passing Neural Networks: Predicting Properties of Conjugated Organic Polymers with High Accuracy0

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  1. The current research status and prospects of AI in chemical science

    Progress in Natural Science Materials International · 2024-08-27

    Minghao Yuan, Qinglang Guo, Yingxue Wang

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  2. Computational tools for the prediction of site- and regioselectivity of organic reactions

    Chemical Science · 2025-01-01

    Lukas M. Sigmund, Michele Assante, Magnus J. Johansson, Per‐Ola Norrby, Kjell Jorner, Mikhail Kabeshov

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  3. Profiling of organic and inorganic impurities in seized methamphetamine samples from Ankara, Türkiye: A chemometric implication in forensic chemistry

    Forensic Science International · 2025-02-13

    Çağdaş Aksoy, Bayram Yüksel, Nilgün Şen, Fikret Ustaoğlu, Gökhan Söylemez, Tuna Öncü

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  4. A hybrid modeling strategy based on deep learning surrogate models for accurate process multi-objective optimization of iso-octanol oxidation

    ENGINEERING Chemical Engineering · 2026-01-08

    Xin Zhou, Zhibo Zhang, Mengzhen Zhu, Hui Zhao, Hao Yan, Chaohe Yang

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  5. Competition between homogeneous and plasma chemistry in methane conversion at high temperatures: A global kinetic and graph theory analysis

    Chemical Engineering Journal · 2026-02-06

    Ibukunoluwa I. Akintola, Jinyu Yang, Mikhail Vasilev, David B. Go

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  6. Finding Pathways in Reaction Networks Guided by Energy Barriers Using Integer Linear Programing

    Molecular Informatics · 2026-03-01

    Adittya Pal, Rolf Fagerberg, Jakob L. Andersen, Peter Dittrich, Daniel Merkle

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  7. Fine-Tuning Directional Message Passing Neural Networks: Predicting Properties of Conjugated Organic Polymers with High Accuracy

    Polymers · 2026-04-02

    Igor P. Koskin, Л.С. ПЕТРОСЯН, Maxim S. Kazantsev

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