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 (107)：

How Physics-Informed Neural Networks are Utilized for Accurate Calculations and Measurements of Electron Transport Properties in Gases
(Twenty-first International Conference on Flow Dynamics 2024)
弱電離気体プラズマの解析(CLXXIV) 電子数密度連続の式の発見による合成空気中の電子輸送係数の決定
(令和6年度電気・情報関係学会北海道支部連合大会 2024)
弱電離気体プラズマの解析(CLXXIII) ニューラルネットワークを用いた電子衝突断面積推定
(令和6年度電気・情報関係学会北海道支部連合大会 2024)
Physics-informed neural networks for calculation and measurement of fundamental data on electron transport in plasmas
(77th Annual Gaseous Electronics Conference 2024)
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)

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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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