Takuya Taniguchi's Website

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Presentations

2024

104th CSJ Annual Meeting (2024/3/18-21)

  • [Invited Talk] Applications of machine learning to the development of molecular crystals
    Takuya Taniguchi, A1431-2vn-02, 2024/03/19

  • [Oral] Stability evaluation of perovskite thin films using machine learning
    Ryo Fukasawa, Toru Asahi, Takuya Taniguchi, C442-2pm-15, 2024/03/19

  • [Oral] Machine-learning-based material design and condition optimization for high-output photo-actuated crystals
    Kazuki Ishizaki, Toru Asahi, Takuya Taniguchi, E1122-4pm, 2024/03/21

    • 2023

    31st Symposium on Organic Crystals

  • [Poster] Stability evaluation of organic–inorganic hybrid perovskite thin films using machine learning
    Ryo Fukasawa, Toru Asahi, Takuya Taniguchi, P-11, 2023/11/03

  • [Poster] Machine-learning-based design and optimization of high-output photo-actuator crystals
    Kazuki Ishizaki, Toru Asahi, Takuya Taniguchi, P-17, 2023/11/03

    • 2023 Annual Meeting of the Crystallographic Society of Japan

  • [Poster] Stability evaluation of perovskite thin films using machine learning
    Ryo Fukasawa, Toru Asahi, Takuya Taniguchi, PB-I-07, 2023/10/27

  • [Poster] Comparison of crystal structures and mechanical properties of chiral and racemic crystals composed of analogous molecules
    Kazuki Ishizaki, Daisuke Takagi, Toru Asahi, Masahiro Kuramochi, Takuya Taniguchi, PB-I-13, 2023/10/27

  • [Oral] Comparison of crystal structures and mechanical properties of chiral and racemic crystals composed of analogous molecules
    Kazuki Ishizaki, Daisuke Takagi, Toru Asahi, Masahiro Kuramochi, Takuya Taniguchi, OB-III-03, 2023/10/29

    • 26th IUCr (2023/8/21-29)

  • [Poster] Machine-learning-based molecular screening of solid-solid transition of molecular crystals
    Takuya Taniguchi, Daisuke Takagi, Kazuki Ishizaki, Toru Asahi, P0107, 2023/8/29

  • [Poster] Machine-learning-based material design and condition optimization of generating higher force of photo-actuation crystals
    Kazuki Ishizaki, Toru Asahi, Takuya Taniguchi, P0109, 2023/8/29

  • [Poster] Prediction of perovskite solar cells’ efficiency by process informatics
    Ryo Fukasawa, Toru Asahi, Takuya Taniguchi, P0178, 2023/8/27

    • 37th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI 2023) (2023/6/6-9)

  • [Oral] Comparison of molecular and crystal graphs for predicting the properties of molecular crystals
    Takuya Taniguchi, Mayuko Hosokawa, Toru Asahi, 2N4-GS-10-02, 2023/6/7

    • 103rd CSJ Annual Meeting (2023/3/22-25)

  • [Oral] Molecular screening for solid-state phase transitions using machine learning with molecular descriptors
    Takuya Taniguchi, Daisuke Takagi, Kazuki Ishizaki, Toru Asahi, K202-4am-04, 2023/3/25

  • [Oral] Material design and condition optimization for high-output photo-actuated crystals using machine learning
    Kazuki Ishizaki, Toru Asahi, Takuya Taniguchi, K606-3am-04, 2023/3/24

  • [Oral] Performance prediction of perovskite solar cells using process informatics
    Ryo Fukasawa, Toru Asahi, Takuya Taniguchi, K207-4am-01, 2023/3/25

    • 2022

    2022 Annual Meeting of the Crystallographic Society of Japan (2022/11/26-27)

  • [Oral] Investigation of molecular and crystal graphs in materials informatics for organic crystals
    Takuya Taniguchi, Mayuko Hosokawa, Toru Asahi, OB-II-02, 2022/11/26

  • [Oral] Comparison of the mechanical and optical properties of chiral and racemic crystals of photochromic compounds
    Kazuki Ishizaki, Toru Asahi, Takuya Taniguchi, OB-I-05, 2022/11/26

  • [Oral] Prediction of structural phase transitions in organic crystals using machine learning with molecular descriptors
    Daisuke Takagi, Toru Asahi, Takuya Taniguchi, OB-II-01, 2022/11/26

  • [Poster] Performance prediction of perovskite solar cells using process informatics
    Ryo Fukasawa, Toru Asahi, Takuya Taniguchi, PB-01, 2022/11/26

    • 30th Symposium on Organic Crystals (2022/11/04-05)

  • [Oral] Material design and optimal-condition search for high-output photo-actuator crystals using machine learning
    Kazuki Ishizaki, Toru Asahi, Takuya Taniguchi, O-12, 2022/11/04

  • [Poster] Exploring trends in structural phase transitions in organic crystals using machine learning
    Daisuke Takagi, Toru Asahi, Takuya Taniguchi, P-39, 2022/11/05

    • AsCA2022 (2022/10/30-11/02)

  • [Poster] Comparison of molecular and crystal graphs in the bandgap prediction of molecular crystals
    Takuya Taniguchi, Mayuko Hosokawa, Toru Asahi, CM-036, 2022/10/31

    • 12th CSJ Chemistry Festa 2022 (2022/10/18-20)

  • [Poster] Application of process informatics to performance prediction of perovskite solar cells
    Ryo Fukasawa, Toru Asahi, Takuya Taniguchi, P6-100, 2022/10/19

    • 102nd CSJ Annual Meeting (2022/03/23-26)

  • [Oral] Investigation of representations of organic solids in materials informatics
    Takuya Taniguchi, Mayuko Hosokawa, Toru Asahi, A204-4am-10, 2022/3/26

  • [Oral] Design and fabrication of salicylideneamine crystals with various Young's moduli using machine learning
    Kazuki Ishizaki, Toru Asahi, Takuya Taniguchi, H301-1am-05, 2022/03/23

  • [Oral] Exploring trends in structural phase transitions in molecular crystals using machine learning
    Daisuke Takagi, Toru Asahi, Takuya Taniguchi, A204-4am-05, 2022/03/26

    • 2021

    Pacifichem 2021 (2021/12/16-21)

  • [Oral] Actuation force and elastic properties of photomechanical crystals
    Takuya Taniguchi, Kazuki Ishizaki, Toru Asahi, Hideko Koshima, 3440813, 2021/12/21, 02:00pm–02:30pm (JST)

  • [Oral] Actuation and mechanical properties of a crystal with the photo-triggered phase transition
    Takuya Taniguchi, Toru Asahi, Hideko Koshima, 3411855, 2021/12/22, 03:10pm–03:30pm (JST)

    • 2021 Annual Meeting of the Crystallographic Society of Japan (2021/11/19-21)

  • [Oral] Light-induced twisting of crystals and analysis of their dynamic behavior
    Takuya Taniguchi, Kazuki Ishizaki, Daisuke Takagi, Hiroki Shigemune, Kazuki Nishimura, Masahiro Kuramochi, Yuji C. Sasaki, Hideko Koshima, Toru Asahi, OB-I-04, 2021/11/19

  • [Poster] Design and fabrication of photo-actuated crystals with diverse Young's moduli using machine learning
    Kazuki Ishizaki, Toru Asahi, Takuya Taniguchi, PB-I-03, 2021/11/19

    • 11th CSJ Chemistry Festa (2021/10/19-21)

  • [Poster] Analysis of intermolecular interactions in molecular crystals exhibiting structural phase transitions
    Daisuke Takagi, Toru Asahi, Takuya Taniguchi, P1-074, 2021/10/19

  • [Poster] Design and fabrication of photo-actuated crystals with diverse Young's moduli using machine learning
    Kazuki Ishizaki, Toru Asahi, Takuya Taniguchi, P6-109, 2021/10/20

    • JSME M&M2021 Materials and Mechanics Conference (2021/09/15-16)

  • Deformation and mechanical properties of light-driven organic crystal actuators
    Takuya Taniguchi, Kazuki Ishizaki, Hideko Koshima, Toru Asahi, OS0902, 2021/09/15

  • Displacement and output force of photo-bending organic single crystals
    Kazuki Ishizaki, Yuki Hagiwara, Hideko Koshima, Takuya Taniguchi, Toru Asahi, OS0305, 2021/09/15

    • IUCr 2021 (2021/08/14-22)

  • Computational analysis of intermolecular interactions in a crystal with structural phase transitions
    Daisuke Takagi, Toru Asahi, Takuya Taniguchi, Poster-21, 2021/08/18, 00:10am-00:40am (JST)

  • Model construction of actuation performance of a photo-bending crystal using machine learning-based regression
    Kazuki Ishizaki, Yuki Hagiwara, Hideko Koshima, Takuya Taniguchi, Toru Asahi, Poster-38, 2021/08/20, 00:10am-00:40am (JST)

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