Patrick A. Bonnaud, Hayato Shiba. Molecular Simulations of Ionic Liquids at Charged Graphite Interfaces. The Journal of Physical Chemistry C. 2023
Gerhard Jung, Rinske Alkemade, Victor Bapst, Daniele Coslovich, Laura Filion, François Landes, Andrea Liu, Francesco Saverio Pezzicoli, Hayato Shiba, Giovanni Volpe, et al. Roadmap on machine learning glassy liquids. arXiv:2311.14752. 2023
Yuuichi Asahi, Yuta Hasegawa, Naoyuki Onodera, Takashi Shimokawabe, Hayato Shiba, Yasuhiro Idomura. Generating observation guided ensembles for data assimilation with denoising diffusion probabilistic model. ICML 2023 Workshop, Synergy of Scientific and Machine Learning Modeling. 2023
Hayato Shiba, Masatoshi Hanai, Toyotaro Suzumura, Takashi Shimokawabe. BOTAN: BOnd TArgeting Network for prediction of slow glassy dynamics by machine learning relative motion. The Journal of Chemical Physics. 2023. 158. 8. 084503
Yuuichi Asahi, Naoyuki Onodera, Yuta Hasegawa, Takashi Shimokawabe, Hayato Shiba, Yasuhiro Idomura. CityTransformer: A Transformer-Based Model for Contaminant Dispersion Prediction in a Realistic Urban Area. Boundary-Layer Meteorology. 2023. 186. 3. 659-692