Name

IWATA Hiroaki

Affiliation

Faculty of Medicine , School of Health Science , Major in Clinical Laboratory Science. Division of Biological Regulation

Title

Professor

Research areas, keyword

data science for the application of medical and drug development

Research Achievement (Published Thesis)

• AI-Driven Prediction of Bitterness and Sweetness and Analysis of Receptor Interactions , Hiroaki Iwata , Current Research in Food Science , vol.10 (101090) , 2025.05 , There is Review , The Simple Work , English

• Machine Learning Prediction and Validation of Plasma Concentration Time Profiles , Hiroaki Iwata, Michiharu Kageyama, Koichi Handa , Molecular Pharmaceutics , vol.22 (6) (p.2976 - 2984) , 2025.05 , There is Review , The Multiple Authorship , English

• Precision Spatiotemporal Analysis of Large-scale Compound–Protein Interactions through Molecular Dynamics Simulation , Shigeyuki Matsumoto, Yuta Isaka, Ryo Kanada, Biao Ma, Mitsugu Araki, Shuntaro Chiba, Atsushi Tokuhisa, Hiroaki Iwata, Shoichi Ishida, Yoshinobu Akinaga, Kei Terayama, Ryosuke Kojima, Yohei Harada, Kazuhiro Takemura, Teruki Honma, Akio Kitao, Yasushi Okuno , PNAS Nexus , vol.4 (3) , 2025.02 , There is Review , The Multiple Authorship , English

• kMoL: an open-source machine and federated learning library for drug discovery , Romeo Cozac, Haris Hasic, Jun Jin Choong, Vincent Richard, Loic Beheshti, Cyrille Froehlich, Shigeyuki Matsumoto, Ryosuke Kojima, Hiroaki Iwata, Aki Hasegawa, Takao Otsuka, Takuto Koyama, Yasushi Okuno , Journal of Cheminformatics , vol.17 (1) , 2025.02 , There is Review , The Multiple Authorship , English

• Transforming Drug Discovery: The Impact of AI and Molecular Simulation on R&D Efficiency , Hiroaki Iwata , Bioanalysis , vol.16 (23-24) (p.1211 - 1217) , 2024.12 , There is Review , The Simple Work , English

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Updated on 2025/08/26