Research field (2):
Catalytic processes and resource chemistry
, Chemical reaction and process system engineering
Research theme for competitive and other funds (3):
2020 - 2023 多環芳香族の接触分解に影響する原料因子の抽出と反応予測モデルの構築
2018 - 2020 Utilization of hydrogen transfer reaction for efficient deoxygenation of biomass resources under hydrogen-free atmosphere
2015 - 2018 Deoxygenation of lignocellulosic biomass and conversion to aromatic hydrocarbons with hydrogen transfer reaction
Papers (21):
Iori Shimada, Mitsumasa Osada, Hiroshi Fukunaga, Michihisa Koyama. Interpretable Machine Learning with Physics-Based Feature Engineering: Application to the Catalytic Cracking Reaction of Polycyclic Aromatic Hydrocarbons. Industrial & Engineering Chemistry Research. 2023. 62. 49. 21087-21099
Mitsumasa Osada, Kotaro Tamura, Iori Shimada. Prediction of the solubility of organic compounds in high-temperature water using machine learning. The Journal of Supercritical Fluids. 2022. 190. 105733-105733
Iori Shimada, Chiaki Uno, Yuta Watanabe, Toru Takatsuka. Catalytic cracking of three-ring polycyclic aromatic hydrocarbons in the presence of hydrogen donors. Fuel Processing Technology. 2022. 232. 107267-107267