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
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
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)
Physics-informed neural networks for calculation and measurement of fundamental data on electron transport in plasmas
(77th Annual Gaseous Electronics Conference 2024)