Roles of mechanistic, data-driven, and hybrid modeling approaches for pharmaceutical process design and operation MR Gaddem, J Kim, K Matsunami, Y Hayashi, S Badr, H Sugiyama Current Opinion in Chemical Engineering 44, 101019, 2024 | 7 | 2024 |
Model-based comparison of batch and flow syntheses of an active pharmaceutical ingredient using heterogeneous hydrogenation J Kim, H Yonekura, T Watanabe, S Yoshikawa, H Nakanishi, S Badr, ... Computers & Chemical Engineering 156, 107541, 2022 | 7 | 2022 |
Hybrid Modeling of an Active Pharmaceutical Ingredient Flow Synthesis in a Ring-Opening Reaction of an Epoxide with a Grignard Reagent J Kim, Y Hayashi, S Badr, K Okamoto, T Hakogi, H Furukawa, ... Industrial & Engineering Chemistry Research 62 (43), 17824-17834, 2023 | 5 | 2023 |
Impact of solvent selection on batch and flow syntheses for heterogeneous hydrogenation in drug substance manufacturing: A model-based analysis J Kim, Y Hayashi, S Badr, H Nakanishi, H Sugiyama Chemical Engineering Research and Design 189, 156-166, 2023 | 5 | 2023 |
Determination of critical decision points for COVID-19 measures in Japan J Kim, K Matsunami, K Okamura, S Badr, H Sugiyama Scientific Reports 11 (1), 16416, 2021 | 5 | 2021 |
Mechanistic insights into amination via nucleophilic aromatic substitution J Kim, Y Hayashi, S Badr, K Okamoto, T Hakogi, H Furukawa, ... Reaction Chemistry & Engineering 8 (8), 2060-2070, 2023 | 3 | 2023 |
Kinetic Study and Model-Based Design Space Determination for a Drug Substance Flow Synthesis Using an Amination Reaction via Nucleophilic Aromatic Substitution J Kim, Y Hayashi, S Badr, K Okamoto, T Hakogi, H Furukawa, ... Organic Process Research & Development 28 (5), 1793-1805, 2024 | 2 | 2024 |
Scenario Analysis of Vaccine Supply for COVID-19 in Japan Using Mathematical Models of Infectious Diseases J Kim, K Matsunami, Y Ichida, K Okamura, S Badr, H Sugiyama Journal of Chemical Engineering of Japan 57 (1), 2313318, 2024 | | 2024 |