論文 - 川口　悟

1. On-Site Evaluation of Constituent Content and Functionality of Perilla frutescens var. crispa Using Fluorescence Spectra

   Hidemichi Sano, Satoru Kawaguchi, Toshifumi Iimori, Masahiro Kuragano, Kiyotaka Tokuraku, Koji Uwai，Molecules，28巻，20号，(頁 7199-1 ～ 7199-20)，Article Number:7199，2023年10月

   

2. 2022 Review of Data-Driven Plasma Science

   Anirudh, Rushil, Archibald, Rick, Asif, M. Salman, Becker, Markus, Benkadda, Sadruddin, Bremer, Peer-Timo, Budé, Rick, Chang, C.S, Chen, Lei, Churchill, Michael, Citrin, Jonathan, Gaffney, James, Gainaru, Ana, Gekelman, Walter, Gibbs, Tom, Hamaguchi, Satoshi, Hill, Christian, Humbird, Kelli, Jalas, Soren, Kawaguchi, Satoru, Kim, Gon-Ho, Kirchen, Manuel, Klasky, Sco, Kline, John, Krushelnick, Karl, Kustowski, Bogdan, Lapenta, Giovanni, Li, Wenting, Ma, Tammy, Mason, Nigel, Mesbah, Ali, Michoski, Craig, Munson, Todd, Murakami, Izumi, Najm, Habib, Olofsson, K. E. J, Park, Seolhye, Peterson, Luc, Probst, Michael, Pugmire, David, Sammuli, Brian, Sawlani, Kapil, Scheinker, Alexander, Schissel, David, Shalloo, Rob, Shinagawa, Jun, Seong, Jaegu, Spears, Brian, Tennyson, Jonathan, Jayaraman Thiagarajan, Jayaraman, Ticos, C. M, Trieschmann, Jan, van Dijk, Jan, Van Essen, Brian, Ventzek, Peter, Wang, Haimin, Wang, Jason, Wang, Zhehui, Wende, Kristian, Xu, Xueqiao, Yamada, Hiroshi, Yokoyama, Tatsuya, Zhang, Xinhua，IEEE Transactions on Plasma Science，51巻，7号，(頁 1750 ～ 1838)，Article Number:23610327，2023年07月

   

3. Numerical strategy for solving the Boltzmann equation with variable E/N using physics-informed neural networks

   Jin Seok Kim, Kazuki Denpoh, Satoru Kawaguchi, Kohki Satoh, and Masaaki Matsukuma，Journal of Physics D: Applied Physics，56巻，(頁 1 ～ 11)，Article Number:344002，2023年05月

   

4. Data-driven discovery of electron continuity equations in electron swarm map for determining electron transport coefficients in argon

   Satoru Kawaguchi, Kazuhiro Takahashi, and Kohki Satoh，Journal of Physics D: Applied Physics，56号，(頁 1 ～ 11)，Article Number:244003，2023年04月

   

5. Science-based, data-driven developments in plasma processing for material synthesis and device-integration technologies

   Makoto Kambara, Satoru Kawaguchi, Hae June Lee, Kazumasa Ikuse, Satoshi Hamaguchi, Takeshi Ohmori, Kenji Ishikawa，Japanese Journal of Applied Physics，2022年09月

   

6. Physics-informed neural networks for solving the Boltzmann equation of the electron velocity distribution function in weakly ionized plasmas

   Satoru Kawaguchi and Tomoyuki Murakami，Japanese Journal of Applied Physics，61巻，8号，(頁 086002-1 ～ 086002-9)，Article Number:086002，2022年07月

   

7. Complexity visualization, dataset acquisition, and machine-learning perspectives for low-temperature plasma: a review

   Osamu Sakai, Satoru Kawaguchi, and Tomoyuki Murakami，Japanese Journal of Applied Physics，61巻，7号，(頁 070101-1 ～ 070101-23)，Article Number:070101，2022年07月

   

8. Electron collision cross section set for N2 and electron transport in N2, N2/He, and N2/Ar

   Satoru Kawaguchi, Kazuhiro Takahashi, Kohki Satoh，Plasma Sources Science and Technology，30巻，(頁 035010-1 ～ 035010-20)，Article Number:035010，2021年02月

   

9. Measurement of the third-order transport coefficient in N2 and its effect on the longitudinal diffusion coefficient measured from the arrival-time spectra of an electron swarm

   Satoru Kawaguchi, Noriyuki Nakata, Kazushi Satoh, Kazuhiro Takahashi, Kohki Satoh，Plasma Sources Science and Technology，30巻，(頁 035006-1 ～ 035006-9)，Article Number:035006，2021年01月

   

10. Electron collision cross section set of Cl2 gas and electron transport analysis in Cl2 gas and Cl2/N2 mixtures

    Satoru Kawaguchi, Kazuhiro Takahashi, Kohki Satoh，Japanese Journal of Applied Physics，59巻，SH号，(頁 SHHA09-1 ～ SHHA09-9)，Article Number:SHHA09，2020年03月

    

11. Deep learning for solving the Boltzmann equation of electrons in weakly ionized plasma

    Satoru Kawaguchi, Kazuhiro Takahashi, Hiroshi Ohkama, Kohki Satoh，Plasma Sources Science and Technology，29巻，2号，(頁 025021-1 ～ 025021-11)，Article Number:025021，2020年02月

    

12. Dissociative reactions induced by electron impact and electron transport in TEOS vapour

    Satoru Kawaguchi, Hisashi Higuchi, Hu Li, Kazuki Denpoh, Kazuhiro Takahashi, Kohki Satoh，Japanese Journal of Applied Physics，(頁 066003-1 ～ 066003-9)，Article Number:066003，2019年06月

    

13. Computational study on silicon oxide plasma enhanced chemical vapor deposition (PECVD) process using tetraethoxysilane/oxygen/argon/ helium

    Hu Li, Hisashi Higuchi, Satoru Kawaguchi, Kohki Satoh, Kazuki Denpoh，Japanese Journal of Applied Physics，58巻，SE号，(頁 SEED06-1 ～ SEED06-10)，Article Number:SEED06，2019年05月

    

14. Zero-dimensional chemical kinetic simulation of ROS/RNS in pulsed-discharge exposed water

    Kazuhiro Takahashi, Satoru Kawaguchi, Kohki Satoh, Hideki Kawaguchi, Igor Timoshkin, Martin Given, Scott MacGregor，Japanese Journal of Applied Physics，58巻，2号，(頁 026001-1 ～ 026001-5)，Article Number:026001，2019年01月

    

15. Expression of longitudinal third-order transport coefficient in terms of α parameters and its validity

    Satoru Kawaguchi, Kazuhiro Takahashi, Kohki Satoh，Plasma Sources Science and Technology，27巻，8号，(頁 085006-1 ～ 085006-5)，Article Number:085006，2018年08月

    

16. Electron collision cross section sets of TMS and TEOS vapours

    Satoru Kawaguchi, kazuhiro Takahashi, Kohki Satoh, Hidenori Itoh，Plasma Sources Science and Technology，27巻，8号，(頁 054001-1 ～ 054001-7)，Article Number:054001，2017年05月

    

17. Electron transport analysis in water vapor

    Satoru Kawaguchi, Kazuhiro Takahashi, Kohki Satoh, Hidenori Itoh，Japanese Journal of Applied Physics，55巻，7号，(頁 07LD03-1 ～ 07LD03-7)，Article Number:07LD03，2016年07月

    

18. Electron collision cross sections of CHF3 and electron transport in CHF3 and CHF3-Ar mixtures

    Satoru Kawaguchi, Kohki Satoh, Hidenori Itoh，Japanese Journal of Applied Physics，54巻，1号，(頁 01AC01-1 ～ 01AC01-6)，Article Number:01AC01，2015年01月

    

19. Electron transport in CF3I and CF3I-N-2 mixtures

    Satoru Kawaguchi, Kohki Satoh, Hidenori Itoh，EUROPEAN PHYSICAL JOURNAL D，68巻，4号，(頁 100-1 ～ 100-6)，Article Number:100，2014年04月