論文

• Jun Hyeong Lee, Jin Wook Han, Gaeun Lee, Seulki Han, Haeri Kim, Dongjin Seo, Riko Kaizu, Glenn Villena Latag, Tomohiro Hayashi, Jaegeun Noh. Effect of anchoring groups on the formation of self-assembled monolayers on Au(111) from cyclohexanethiol and cyclohexyl thiocyanate, Nov. 2024.
• Giang-Son Tran, Chih-Jia Chen, Shoichi Maeda, Shunta Chikami, Tomohiro Hayashi, Chia-Ying Chiang. Tuning Selectivity toward Three-Carbon Product of Glycerol Electrooxidation in Borate Buffer through Manipulating Borate/Glycerol Molar Ratio, Journal of Catalysis, Vol. 438, pp. 115715, Oct. 2024.
• Evan Angelo Quimada Mondarte, Xin-Xing Zhang, Xueyu Feng, Yuchen Shi, Hanyan Xu, Tomohiro Hayashi, Jing Yu. Anion-Influenced Hydration and Layering Vastly Modulate Polyzwitterionic Brush Responses, Macromolecules, Oct. 2024.
• Minh-Trang Huynh Pham, Ang Art Wei Yao, Truong-Giang Vo, Tomohiro Hayashi, Chia-Ying Chiang. Unlocking the Potential of Mixed-valence Silver Oxide for Electrochemical Valorization of 5-hydroxymethylfurfural into Valuable Products, Materials Today Sustainability, Volume 28, 100992, Sept. 2024.
• Ryuto Kamimura, Shoichi Maeda, Tomohiro Hayashi, Kenta Motobayashi, Katsuyoshi Ikeda. Why is surface-enhanced Raman scattering insensitive to liquid water?, Journal of the American Chemical Society, Vol. 146, Issue 32, pp. 22327, Aug. 2024.
• Hu Guanghao, Moon Jo A, Tomohiro Hayashi. Protein Classes Predicted by Molecular Surface Chemical Features: Machine Learning-Assisted Classification of Cytosol and Secreted Proteins, J Phys Chem B, 128, 35, 8423-8436, Aug. 2024.
• Shunta Chikami, Shoichi Maeda, Glenn Latag, Riko Kaizu, Noriyuki Tanji, Mikako Ezure, Shinobu Nagase, Tomohiro Hayashi. Analysis of the hydration water on the surface of human hair using a combination of infrared absorption vibrational spectroscopy and multivariate curve resolution, Surface and Interface Analysis, Apr. 2024.
• Jooa Moon, Guanghao Hu, Tomohiro Hayashi. Application of Machine Learning in the Quantitative Analysis of the Surface Characteristics of Highly Abundant Cytoplasmic Proteins: Toward AI-Based Biomimetics, Biomimetics, Volume 9, Issue 3, 162, Mar. 2024.
• Dongjin Seo, Sicheon Seong, Haeri Kim, Hyun Su Oh, Jun Hyeong Lee, Hongki Kim, Yeon O Kim, Shoichi Maeda, Shunta Chikami, Tomohiro Hayashi, Jaegeun Noh. Molecular Self-Assembly and Adsorption Structure of 2, 2′-Dipyrimidyl Disulfides on Au (111) Surfaces, Molecules, Vol. 29, 4, pp. 846, Feb. 2024.
• Taichi Sotani, Mai Otoba, Mio Hosotani, Tomohiro Hayashi, Hiromitsu Sogawa, Fumio Sanda. Bipyridine-containing π-conjugated polymers bearing optically active amide groups: mechanistic aspects of formation of chiral higher-order structures, Polymer Chemistry, 15, 9, 915-923, Jan. 2024.
• Sicheon Seong, Hungu Kang, Haeri Kim, Young Ji Son, Shoichi Maeda, Shunta Chikami, Tomohiro Hayashi, Hyo Jae Yoon, Jaegeun Noh. Effects of the substituent position on the structural order, work function change, and thermopower of dichloro-substituted benzenethiolate self-assembled monolayers on Au(111), Applied Surface Science, Vol. 643, pp. 158661, Jan. 2024.

著書

• Tomohiro Hayashi. Design of Biomaterials Using Informatics, Drug Development Supported by Informatics, Springer, 313-322, Oct. 2024.

国際会議発表 (査読有り)

• A. W. Ang, Shoichi. Maeda, Shunta. Chikami, Tomohiro. Hayashi. Constructing spectral maps of the OH-stretching band of water using theoretical calculation and machine learning, 34th Annual Meeting of MRS-J, Dec. 2024.
• Shoichi Maeda, Shunta Chikami, Tomohiro Hayashi. Hydration structures of hydrogels investigated by the combination of infrared spectroscopy and multivariate analysis, 34th Annual Meeting of MRS-J, Dec. 2024.
• Shunta Chikami, Shoichi Maeda, Tomohiro Hayashi. Analysis of hydration water of hydrophilic polymers by a combination of infrared absorption vibrational spectroscopy and multivariate curve resolution, 34th Annual Meeting of MRS-J, Dec. 2024.
• Haruki Harimoto, Shunta Chikami, Shoichi Maeda, Tomohiro Hayashi. Analysis of hydration structure of thermo-responsive poly(N-isopropylacrylamide) brush films by the combination of infrared absorption spectroscopy and multivariate curve resolution, 34th Annual Meeting of MRS-J, Dec. 2024.
• Shoichi Maeda, Shunta Chikami, Subin Song, Tomohiro Hayashi. Development of a New Interface-sensitive Vibrational Spectroscopy based on the Combination of Linear Spectroscopy and Multivariate Curve Resolution, The 10th International Symposium on Surface Science, Oct. 2024.
• Shunta Chikami, Shoichi Maeda, Tomohiro Hayashi. Analysis of Hydration Structures on the Surfaces of Hydrophilic polymers by a Conbination of Infrared Absorption Vibrational Spectroscopy and Multivariate Curve Resolution, The 10th International Symposium on Surface Science, Oct. 2024.
• Airi Katase, Shoichi Maeda, Shunta Chikami, Tomohiro Hayashi. Mild Phase Separation of Ethanol-D2O Mixtures at the Interfaces between Ethanol Solutions and Hydrophobic Materials Investigated by an Original Interface-sensitive Spectroscopy, ISSS-10, Oct. 2024.
• Tomohiro Hayashi. Informatics transforming analyses of biointerfaces, NomaTech International Conference on Materials Science & Nanotechnology-2024 (NOMATECH ICMSN-2024), July 2024.

国内会議発表 (査読有り)

• Ayano Nomura, G. Hu, C. Komura, H. Kurioka, Tomohiro Hayashi. Identification of Proteins Adsorbed on Polymer Brush Films and Analysis of Surface Amino Acid Residues of the Proteins, 34th Annual Meeting of MRS-J, Dec. 2024.
• Tomohiro Hayashi. Design of Bioinert Surfaces by Informatics and Robotics, DX manufacturing workshops at Nagaoka, Dec. 2024.
• 林智広. バイオ界面における相互作用の解析と機械学習を用いた生体材料の設計, 九州大学寄附研究部門開設記念フォーラム, Oct. 2024.
• Shoichi Maeda, Shunta Chikami, Subin Song, Tomohiro Hayashi. Investigation of organic materials/water interfaces using a new interface-sensitive vibrational spectroscopy based on the combination of attenuated total reflection infrared spectroscopy and multivariate analysis, 73rd Symposium on Macromolecules, Sept. 2024.
• Shunta Chikami, Shoichi Maeda, Tomohiro Hayashi. Hydration structures of hydrophilic polymers studied by a combination of infrared absorption vibrational spectroscopy and multivariate curve resolution, 73rd Symposium on Macromolecules, Sept. 2024.
• 藤村 修平, 前田 翔一, 林 智広. TD-NMRと加圧ATR-IR分光によるコンタクトレンズ中束縛水の詳細解析, 第53回医用高分子シンポジウム, July 2024.
• 林智広. 情報科学を用いた単分子膜･高分子薄膜への生体分子の吸着の予測, 第41回コロイド界面技術シンポジウム『ヒトとAIの界面 ～データサイエンスと生体界面化学との融合 ～』, Jan. 2024.

国際会議発表 (査読なし・不明)

• Tomohiro Hayashi. Multi-scale analyses of molecular and biological processes at interfaces by QCM-D: from small molecules to living microorganisms, July 2024.

国内会議発表 (査読なし・不明)

• Ayano NOMURA, Guanghao HU, Jooa MOON, Tomohiro HAYASH. Protein Classes Predicted by Molecular Surface Chemical Features: Machine Learning-Assisted Classification of Cytosol and Secreted Proteins, 34th Annual Meeting of MRS-J, Dec. 2024.
• Zhentao ZHAO, Tomohiro HAYASHI. Protein resistance test and surface force analysis of saccharide-based self-assembled monolayers, 34th Annual Meeting of MRS-J, Dec. 2024.
• LATAG Glenn, Tomohiro HAYASHI. Real-time examination of the adhesive behavior of biofilm-forming bacteria on ordered molecular assemblies using quartz crystal microbalance with energy dissipation monitoring, 34th Annual Meeting of MRS-J, Dec. 2024.
• Airi KATASE, Shoichi MAEDA, Shunta CHIKAMI, Tomohiro HAYASHI. Spectroscopic measurements of local ratio changes in mixed solutions near solid surfaces, 34th Annual Meeting of MRS-J, Dec. 2024.
• 林智広. 界面科学の手法を用いたバイオ界面における分子プロセスの解析: メカニズムの解明から材料設計まで, 精密ネットワークポリマー研究会, Nov. 2024.
• Tomohiro Hayashi. Ph.D in Germany: how did I enjoy the cultural difference and survive in science, 13th JSPS Club Meeting in Japan, Nov. 2024.
• 林智広. 抗付着性をもつ有機超薄膜が引き起こす界面相互作用, 73rd Symposium on Macromolecules, Sept. 2024.

その他の論文・著書など

• 前田翔一, 千頭俊太, 林智広. 赤外吸収分光と多変量解析の融合による界面選択的分光, Jasco report, Vol. 65, 2, pp. 27, Jan. 2024.
• 林智広. 機械学習を用いたタンパク質分子の表面構造の統計解析による分類･機能予測 (Beyond コロイド・界面化学×高分子), C & I Communication, 49, 1, 3－5, 2024.
• 林智広, ラタググレン. 水晶振動子マイクロバランス法による細菌接着の3次元的描像の取得, 超音波テクノ, 2024.
• 林智広, 江佳穎. 電気化学反応によるバイオマス由来化合物の高付加価値化で実現する循環型経済:, クリーンエネルギー, 2024.
• 千頭俊太, 前田翔一, 林智広. 赤外吸収分光法と多変量解析を組み合わせた毛髪､ソフトコンタクトレンズの水和状態の解析, 応用物理学会 有機分子・バイオエレクトロニクス分科会会誌, 2024.
• 林智広. 機械学習を用いた単分子膜･高分子コーティング膜の設計 (ポリマー探索は AI 活用で勝つよー！), 高分子, 73, 8, 384-385, 2024.

特許など

• 林智広, 松田　智昌, 一色　綾子. 分光法による界面領域の測定方法. 特許. 公開. 国立大学法人東京工業大学, ＤＩＣ株式会社. 2022/10/14. 特願2022-165788. 2024/04/25. 特開2024-058435. 2024.

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