Kawaguchi Satoru

カワグチサトル | Kawaguchi Satoru

Affiliation and department：

Research field (3)： Electrical power engineering , Applied plasma science , Basic plasma science

Research theme for competitive and other funds (5)：

2020 - 2026 Elucidation of bacterial inactivating mechanism by cold atmospheric plasma to challenge antimicrobial resistant bacteria
2023 - 2025 機械学習を用いたプラズマシミュレーション手法の開発
2022 - 2025 深層学習を活用したボルツマン方程式のグリッドレス直接数値解法の開発
2022 - 2023 機械学習を用いたプラズマシミュレーション手法の開発
2017 - 2019 放電プラズマとH2Oの反応による活性種の生成過程の解明

Papers (19)：

Hidemichi Sano, Satoru Kawaguchi, Toshifumi Iimori, Masahiro Kuragano, Kiyotaka Tokuraku, Koji Uwai. On-Site Evaluation of Constituent Content and Functionality of Perilla frutescens var. crispa Using Fluorescence Spectra. Molecules. 2023. 28. 20. 7199-7199
Jim Seok Kim, Kazuki Denpoh, Satoru Kawaguchi, Kohki Satoh, Masaaki Matsukuma. Numerical Strategy for Solving the Boltzmann Equation with variable E/N using Physics-informed Neural Networks. Journal of Physics D: Applied Physics. 2023. 56. 344002
Satoru Kawaguchi, Kazuhiro Takahashi, Kohki Satoh. Data-driven discovery of electron continuity equations in electron swarm map for determining electron transport coefficients in argon. Journal of Physics D: Applied Physics. 2023. 56. 244003
Anirudh, Rushil, Archibald, Rick, Asif, M. Salman, Becker, Markus, Benkadda, Sadruddin, Bremer, Peer-Timo, Budé, Rick, Chang, C.S, Chen, Lei, Churchill, Michael, et al. 2022 Review of Data-Driven Plasma Science. IEEE Transactions on Plasma Science. 2023. 1-89
Makoto Kambara, Satoru Kawaguchi, Hae June Lee, Kazumasa Ikuse, Satoshi Hamaguchi, Takeshi Ohmori, Kenji Ishikawa. Science-based, data-driven developments in plasma processing for material synthesis and device-integration technologies. Japanese Journal of Applied Physics. 2022

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MISC (25)：

Kohki Satoh, Satoru Kawaguchi. Electron collision cross section set of tetraethoxysilane (TEOS). The 11th Asia-Pacific International Symposium on the Basics and Applications of Plasma Technology. 2019
Kazuhiro Takahashi, Satoru Kawaguchi, Kohki Satoh, Hideki Kawaguchi, Igor Timoshkin, Martin Given, Scott MacGregor. Chemical kinetic simulation of ROS/RNS in plasma-exposed water. XXXIV International Conference on Phenomena in Ionized Gases & 10th International Conference on Reactive Plasmas. 2019
Satoru Kawaguchi, Kazuhiro Takahashi, Kohki Satoh. Electron transport analysis in Cl2 gas. XXXIV International Conference on Phenomena in Ionized Gases & 10th International Conference on Reactive Plasmas. 2019
Noriyuki Nakata, Satoru Kawaguchi, Kazuhiro Takahashi, Kohki Satoh. Measurement of electron transport coefficients in N2 using double-shutter drift tube. Joint Seminar on Environmental Science and Disaster Mitigation Research 2019. 2019
Yoshiki Suetsugu, Satoru Kawaguchi, Kazuhiro Takahashi, Kohki Satoh. Measurement of the ionization coefficient in N2 at high E/N region. Joint Seminar on Environmental Science and Disaster Mitigation Research 2019. 2019

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Lectures and oral presentations (103)：

酸素の電子衝突断面積セットの検討
(2024年第85回応用物理学会秋季学術講演会 2024)
Physics-informed neural networks for studies on electron swarms in gases
(32nd Summer School and International Symposium on the Physics of Ionized Gases 2024)
Physics-informed neural networkがプラズマの理解に果たす役割: ボルツマン方程式解析と電子輸送係数測定への応用
((独)日本学術振興会 R052 DXプラズマプロセス委員会第7回研究会『DXのプラズマ産業への展開 ~先進計測から実践へ~』 2024)
Electron collision cross section set of O2
(26th Europhysics Conference on Atomic and Molecular Physics of Ionized Gases 2024)
Applications of physics-informed neural networks to elucidating electron swarm transport in plasmas
(The 51st IEEE International Conference on Plasma Science (ICOPS) and The 4th Asia-Pacific Conference on Plasma and Terahertz Science (APCOPTS) 2024)

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Education (3)：

Professional career (1)：

Work history (5)：

2022/03 - 現在 Muroran Institute of Technology
2019/09 - 2022/02 Seikei University Faculty of Science and Technology, Department of Systems Design Engineering
2019/04 - 2019/09 Muroran Institute of Technology Graduate School of Engineering
2018/04 - 2019/03 Japan Society for the Promotion of Science Research Fellow (PD)
2017/04 - 2018/03 Japan Society for the Promotion of Science Research Fellow (DC2)

Committee career (9)：

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Awards (9)：

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Association Membership(s) (3)：

電気設備学会 , THE JAPAN SOCIETY OF APPLIED PHYSICS , THE INSTITUTE OF ELECTRICAL ENGINEERS OF JAPAN

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