マンゾスセルゲイ

マンゾスセルゲイ | Manzhos Sergei

所属機関・部署：
競争的資金等の研究課題 (2件)：

論文 (243件)：

HyoJae Lee, Keisuke Kameda, Sergei Manzhos, Manabu Ihara. A novel encoding method for high-dimensional categorical data for electricity demand forecasting in distributed energy systems. Applied Energy. 2025. 392. 125989-125989
Ye Cheng, Takuma Araki, Naofumi Kamimura, Eiji Masai, Masaya Nakamura, Sergei Manzhos, Tsuyoshi Michinobu. Accelerated Development of Novel Biomass-Based Polyurethane Adhesives via Machine Learning. ACS Applied Materials & Interfaces. 2025. 17. 10. 15959-15968
Ye Min Thant, Sergei Manzhos, Manabu Ihara, Methawee Nukunudompanich. On the Sufficiency of a Single Hidden Layer in Feed-Forward Neural Networks Used for Machine Learning of Materials Properties. Physchem. 2025
Kakaraparthi Kranthiraja, Waner He, Hao-Wei Yu, Zhen Feng, Naoya Nozaki, Hidetoshi Matsumoto, Ming-Hsuan Yu, Yong Li, Sergei Manzhos, Mats R. Andersson, et al. Diketopyrrolopyrrole-Dioxo-Benzodithiophene-Based Multi-Functional Conjugated Polymers for Organic Field Effect Transistors and Perovskite Solar Cells. Solar RRL. 2024
Takuma Okamoto, Anastassia Sorkin, Keisuke Kameda, Manabu Ihara, Hao Wang, Sergei Manzhos. Natural-like generation of grain boundary models and the combined effects of microstructural elements and lithiation on the plastic behavior of TiO2: A computational study. Computational Materials Science. 2024. 239. 112989-112989

MISC (1件)：

Qian Liu, Kaito Kanahashi, Keiichiro Matsuki, Sergei Manzhos, Krishna Feron, Steven E. Bottle, Kazuhiro Tanaka, Tomonori Nanseki, Taishi Takenobu, Hisaaki Tanaka, et al. Triethylene Glycol Substituted Diketopyrrolopyrrole- and Isoindigo-Dye Based Donor-Acceptor Copolymers for Organic Light-Emitting Electrochemical Cells and Transistors (vol 6, 1901414, 2020). ADVANCED ELECTRONIC MATERIALS. 2025. 11. 2

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マンゾス セルゲイ