Bulletin of the American Physical Society
76th Annual Gaseous Electronics Conference
Volume 68, Number 9
Monday–Friday, October 9–13, 2023; Michigan League, Ann Arbor, Michigan
Session DT1: Modeling & Simulation I: Kinetic Modeling
8:00 AM–9:15 AM,
Tuesday, October 10, 2023
Room: Michigan League, Hussey
Chair: Alexandre Likhanskii, Applied Materials
Abstract: DT1.00002 : GEC Student Excellence Award Finalist Presentation - Machine-learning-based prediction of plasma characteristics from optical emission spectra*
8:30 AM–8:45 AM
Presenter:
Fatima Jenina Arellano
(Osaka University, Japan)
Authors:
Fatima Jenina Arellano
(Osaka University, Japan)
Márton Gyulai
(1. Wigner Research Centre for Physics, Hungary 2. Eötvös Loránd University, Hungary)
Zoltán Donkó
(1. Wigner Research Centre for Physics, Hungary 2. Osaka University, Japan)
Peter Hartmann
(Wigner Research Centre for Physics, Hungary)
Tsanko V Tsankov
(Ruhr University Bochum, Germany)
Minoru Kusaba
(The Institute of Statistical Mathematics, Japan)
Stephen Wu
(1. The Institute of Statistical Mathematics, Japan 2. The Graduate University for Advanced Studies, Japan)
Ryo Yoshida
(The Institute of Statistical Mathematics, Japan and The Graduate University for Advanced Studies, Japan)
Uwe Czarnetzki
(Ruhr University Bochum, Germany)
Satoshi Hamaguchi
(Osaka University, Japan)
*1. Japan Ministry of Education, Culture, Sports, Science and Technology (MEXT)2. SFB1316 Project 'Transient atmospheric plasmas: from plasmas to liquids to solids'.3. Japan Society of the Promotion of Science (JSPS) Grants-in-Aid for Scientific Research(S) 15H05736 and (A) 21H044534. JSPS Core-to-Core Program JPJSCCA20190025. Osaka University International Joint Research Promotion Programs (Type A+)6. Casio Science Promotion Foundation7. Hungarian Office for Research, Development and Innovation (NKFIH) via the grant 134462.
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