2021 - 2023 Mechanism of Carbon Nanoparticle Formation from Polycyclic Aromatic Hydrocarbons
2020 - 2022 Tabulated Chemistry for Pyrolysis Reactions with Carbon Production
2015 - 2017 芳香族炭化水素を対象とした動的モンテカルロ法による速度モデル構築法の提案
Papers (41):
Kohei Yamaguchi, Yoshiya Matsukawa, Yui Numazawa, Hideyuki Aoki. Modeling of water gas shift reaction using neural network trained on detailed kinetic mechanisms. Chemical Engineering Journal. 2024
Shu Tanoguchi, Yoshiya Matsukawa, Koki Era, Takayuki Aoki, Hideyuki Aoki. Effect of H/C ratio of feedstock composition on particle size distribution of soot in C2 hydrocarbon pyrolysis. International Journal of Hydrogen Energy. 2024. 58. 8. 1020-1029
Yohsuke Matsushita, Tomoyuki Katayama, Yasuhiro Saito, Yoshiya Matsukawa, Takahiro Okabe, Minori Shirota, Takao Inamura, Masatoshi Daikoku, Junichi Fukuno, Hideyuki Aoki. A spray painting simulation using high-speed rotary Atomizer-Model development and comparison of LES and RANS-. Results in Engineering. 2024. 21. 101697
Shinji Wakimoto, Yoshiya Matsukawa, Hideyuki Aoki. New criteria to select reasonable hyperparameters for kinetic parameter estimation in distributed activation energy model (DAEM) by using neural network. Chemical Engineering Science. 2024. 285. 5. 119597