Year 2022 (International Conferences) Ishiai, S., Endo, K., Brumby, P. E. & Yasuoka K., "New Approach for Classification of Water, Ice, and Clathrate Hydrate structure by Graph Neural Networks", The 13th Asian Thermophysical Properties Conference, Sendai, Japan (Online), 26-30, Sep., 2022 (29, Sep., 2022). Miwa, G., Yamamoto, E., Ishiyamao, T. and Yasuoka K., "Analysis of vibration spectra of HDO in nanoslit system using a molecular dynamics simulation", Foundations of Molecular Modeling and Simulation 2022, Delcvan, USA, 17-21, Jul., 2022 (20, Jul., 2022). Yasuda, I., Endo, K., Yamamoto, E., Hirano Y. and Yasuoka, K., "Prediction of protein--ligand binding affinity using machine-learning protein features of structure and dynamics", Foundations of Molecular Modeling and Simulation 2022, Delcvan, USA, 17-21, Jul., 2022 (20, Jul., 2022). Brumby, P.E., Ishiai, S., Sum, A. K. and Yasuoka, K., "Gibbs ensemble Monte Carlo simulations of carbon dioxide hydrate with pahse stability and machine learning strcture identification", Foundations of Molecular Modeling and Simulation 2022, Delcvan, USA, 17-21, Jul., 2022 (20, Jul., 2022).

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