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RESEARCH PAPER · Angewandte Chemie International Edition · 2021

Machine‐Learning‐Assisted Selective Synthesis of a Semiconductive Silver Thiolate Coordination Polymer with Segregated Paths for Holes and Electrons

Takuma Wakiya, Yoshinobu Kamakura, Hiroki Shibahara, Kazuyoshi Ogasawara, Akinori Saeki, Ryosuke Nishikubo, Akihiro Inokuchi, Hirofumi Yoshikawa, Daisuke Tanaka

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Machine‐Learning‐Assisted Selective Synthesis of a Semiconductive Silver Thiolate Coordination Polymer with Segregated Paths for Holes and ElectronsOriginalDaisuke Tanaka1Data-driven efficient synthetic exploration of anionic lanthanide-based metal–organic frameworks6Epitaxial coordination assembly of a semi-conductive silver-chalcogenide layer-based MOF8Machine-Learning-Guided Identification of Coordination Polymer Ligands for Crystallizing Separation of Cs/Sr18Chemical signatures to identify the origin of solid ashes for efficient recycling using machine learning19Coordination polymers as precursors of simple and complex oxides0Recent advances and challenges in experiment-oriented polymer informatics42Bayesian optimization of the composition of the lanthanide metal–organic framework MIL-103 for white-light emission11Extracting higher-conductivity designs for solid polymer electrolytes by quantum-inspired annealing11Machine-Learning-Assisted Synthetic Exploration of Metal-Organic Frameworks0Copper‐Sulfur‐Nitrogen Cluster Providing a Local Proton for Efficient Carbon Dioxide Photoreduction104Copper‐Sulfur‐Nitrogen Cluster Providing a Local Proton for Efficient Carbon Dioxide Photoreduction17Impact of substituent position on crystal structure and photoconductivity in 1D and 2D lead( ii ) benzenethiolate coordination polymers18Development of Sulfur-Containing Semiconducting Coordination Polymers0Polymorphism of Two‐Dimensional Semiconducting Coordination Polymers: Impact of a Lead–Sulfur Network on Photoconductivity4Advances on silver-based MOFs and/or CPs and their composites: Synthesis strategies and applications48Lead(II)-Based Coordination Polymer Exhibiting Reversible Color Switching and Selective CO2 Photoreduction Properties10The N–H⋯S hydrogen bonding pattern in trithiocyanuric acid in crystalline state: geometric, topological, and energetic analysis of trithiocyanuric acid cocrystals4Chirality and Polarity Modulation in Semiconductive Zinc(II) Coordination Polymers Containing Thiolate-Based Ligands1Autonomous Materials Search for Magnetic Materials1Thiolate coordination polymers featuring (–M–S–) networks: Synthetic strategies and emerging properties4Machine learning in polymer science: A new lens for physical and chemical exploration35High‐Performance Dendrite‐Free Lithium Textile Anodes Using Interfacial Interaction‐Mediated Ultrathin Metal Organic Framework Multilayers3Machine learning-assisted free radical polymerization for tailor-made copolymer synthesis0Systematic Synthesis of Lead–Benzenethiolate Coordination Polymers: Influence of Halogen Substituents on Crystal Structure and Semiconducting Properties1Data Management and Analysis of Metal–Organic Framework Synthesis Using Data Models1Mapping the multidimensional structure–property landscape of polyolefin elastomers with interpretable machine learning0

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  1. Daisuke Tanaka

    Angewandte Chemie · 2021-10-01

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  2. Data-driven efficient synthetic exploration of anionic lanthanide-based metal–organic frameworks

    Chemical Communications · 2022-01-01

    Yu Kitamura, Yuiga Nakamura, Kunihisa Sugimoto, Hirofumi Yoshikawa, Daisuke Tanaka

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  3. Epitaxial coordination assembly of a semi-conductive silver-chalcogenide layer-based MOF

    Chemical Communications · 2022-01-01

    Chunhua Gong, Xiaozong Hu, Zhen Han, Xiao-Fei Liu, Min-Zi Yang, Shuang‐Quan Zang

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  4. Machine-Learning-Guided Identification of Coordination Polymer Ligands for Crystallizing Separation of Cs/Sr

    ACS Applied Materials & Interfaces · 2022-07-08

    Zhiyuan Zhang, Min Cheng, Xinyi Xiao, Kexin Bi, Ting Song, Kong‐Qiu Hu, Yiyang Dai, Li Zhou, Chong Liu, Xu Ji, Wei‐Qun Shi

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  5. Chemical signatures to identify the origin of solid ashes for efficient recycling using machine learning

    Journal of Cleaner Production · 2022-07-14

    Chongchong Qi, Mengting Wu, Xinhang Xu, Qiusong Chen

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  6. Coordination polymers as precursors of simple and complex oxides

    International Journal of Applied Ceramic Technology · 2022-08-04

    Hiroyuki Hayashi, Yuta Morimitsu, Ikko Tatsumi, Isao Tanaka

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  7. Recent advances and challenges in experiment-oriented polymer informatics

    Polymer Journal · 2022-12-02

    Kan Hatakeyama‐Sato

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  8. Bayesian optimization of the composition of the lanthanide metal–organic framework MIL-103 for white-light emission

    Molecular Systems Design & Engineering · 2023-01-01

    Yu Kitamura, Hiroki Toshima, Akihiro Inokuchi, Daisuke Tanaka

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  9. Extracting higher-conductivity designs for solid polymer electrolytes by quantum-inspired annealing

    RSC Advances · 2023-01-01

    Kan Hatakeyama‐Sato, Yasuei Uchima, Takahiro Kashikawa, Kôichi Kimura, Kenichi Oyaizu

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  10. Machine-Learning-Assisted Synthetic Exploration of Metal-Organic Frameworks

    Nihon Kessho Gakkaishi · 2023-05-31

    Yu Kitamura, Daisuke Tanaka

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  11. Copper‐Sulfur‐Nitrogen Cluster Providing a Local Proton for Efficient Carbon Dioxide Photoreduction

    Angewandte Chemie International Edition · 2023-10-06

    Jian‐Peng Dong, Yue Xu, Xun‐Guang Zhang, Huan Zhang, Ling Yao, Shuang‐Quan Zang, Shuang‐Quan Zang

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  12. Copper‐Sulfur‐Nitrogen Cluster Providing a Local Proton for Efficient Carbon Dioxide Photoreduction

    Angewandte Chemie · 2023-10-06

    Jian‐Peng Dong, Yue Xu, Xun‐Guang Zhang, Huan Zhang, Ling Yao, Shuang‐Quan Zang, Shuang‐Quan Zang

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  13. Impact of substituent position on crystal structure and photoconductivity in 1D and 2D lead( ii ) benzenethiolate coordination polymers

    Journal of Materials Chemistry C · 2023-12-29

    Ryohei Akiyoshi, Akinori Saeki, Kazuyoshi Ogasawara, Daisuke Tanaka

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  14. Development of Sulfur-Containing Semiconducting Coordination Polymers

    Kobunshi · 2024-01-01

    Daisuke Tanaka

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  15. Polymorphism of Two‐Dimensional Semiconducting Coordination Polymers: Impact of a Lead–Sulfur Network on Photoconductivity

    Chemistry - A European Journal · 2024-04-03

    Ryohei Akiyoshi, Hiroki Shibahara, Akinori Saeki, Yuki Mori, Shogo Kawaguchi, Hirofumi Yoshikawa, Kazuyoshi Ogasawara, Daisuke Tanaka

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  16. Advances on silver-based MOFs and/or CPs and their composites: Synthesis strategies and applications

    Coordination Chemistry Reviews · 2024-05-11

    Supriya Mondal, Rupam Sahoo, Janaki Behera, Madhab C. Das

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  17. Lead(II)-Based Coordination Polymer Exhibiting Reversible Color Switching and Selective CO2 Photoreduction Properties

    Inorganic Chemistry · 2024-07-10

    Chomponoot Suppaso, Ryohei Akiyoshi, Hiroki Yamada, Yoshinobu Kamakura, Fumitaka Ishiwari, Kazuyoshi Ogasawara, Akinori Saeki, Daisuke Tanaka, Kazuhiko Maeda

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  18. The N–H⋯S hydrogen bonding pattern in trithiocyanuric acid in crystalline state: geometric, topological, and energetic analysis of trithiocyanuric acid cocrystals

    CrystEngComm · 2025-01-01

    Kinga Wzgarda‐Raj, Agnieszka J. Rybarczyk‐Pirek, Marcin Palusiak

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  19. Chirality and Polarity Modulation in Semiconductive Zinc(II) Coordination Polymers Containing Thiolate-Based Ligands

    Inorganic Chemistry · 2025-03-10

    Shion Tsujimura, Ryohei Akiyoshi, Akinori Saeki, Nobuto Yoshinari, Daichi Eguchi, Naoto Tamai, Hiroki Yamada, Seiya Shimono, Yuiga Nakamura, Kazuyoshi Ogasawara, Daisuke Tanaka

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  20. Autonomous Materials Search for Magnetic Materials

    Vacuum and Surface Science · 2025-06-09

    Yuma Iwasaki

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  21. Thiolate coordination polymers featuring (–M–S–) networks: Synthetic strategies and emerging properties

    Coordination chemistry research. · 2025-07-25

    Ryohei Akiyoshi, Kazuhiko Maeda, Daisuke Tanaka

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  22. Machine learning in polymer science: A new lens for physical and chemical exploration

    Progress in Materials Science · 2025-07-29

    Xiao-Qin Cao, Yongqing Zhang, Zhenghua Sun, Hongyao Yin, Yujun Feng

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  23. High‐Performance Dendrite‐Free Lithium Textile Anodes Using Interfacial Interaction‐Mediated Ultrathin Metal Organic Framework Multilayers

    Advanced Materials · 2025-09-13

    Donghyeon Nam, Gwonho Yu, Chanseok Lee, Jeongyeon Ahn, Boyeon Kim, Sungha Choi, Keun Hee Kim, Donghyeok Roh, Hyewon Kang, Jeong Gon Son, Hyung‐Jun Koo, Jieun Lee, Seoin Back, Seung Woo Lee, Yongmin Ko, Jinhan Cho

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  24. Machine learning-assisted free radical polymerization for tailor-made copolymer synthesis

    Polymer · 2026-04-29

    Xiaoqin Cao, Chenpeng Wu, Xinzhou Tang, Yujun Feng, Yongqing Zhang, Hongyao Yin

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  25. Systematic Synthesis of Lead–Benzenethiolate Coordination Polymers: Influence of Halogen Substituents on Crystal Structure and Semiconducting Properties

    Chemistry of Materials · 2026-04-29

    Miyu Inoue, Ryohei Akiyoshi, Akinori Saeki, Naohiro Takahashi, Takashi Okubo, Daisuke Kosumi, Yasutaka Kitagawa, Yuiga Nakamura, Yuki Mori, Shogo Kawaguchi, Kazuyoshi Ogasawara, Daisuke Tanaka

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  26. Data Management and Analysis of Metal–Organic Framework Synthesis Using Data Models

    Journal of Chemical Information and Modeling · 2026-05-08

    Felix Neubauer, Kenichi Endo, Frederic Bender, Esengül Çiftçi, Niels Hansen, Simon Krause, Benjamin Uekérmann, Jürgen Pleiss

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  27. Mapping the multidimensional structure–property landscape of polyolefin elastomers with interpretable machine learning

    Polymer · 2026-08-02

    Hanxu Xu, Qishun Guo, Xinpeng Xing, Wei Liu, Ying Liu, Tao Jiang, Shangtao Chen, Bing Yan

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