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Papers from the 4th International Conference on Data-Driven Plasma Science
Data science, including machine learning (ML) and artificial intelligence (AI), applied to plasma research has gained much interest recently, due to the remarkable advances in this field. Emerging data-driven methods and new learning techniques lead to scientific discoveries, augmented instrumentation, accelerated model development and simulations, as well as new control methods in a large spectrum of plasma research. The scope of the ICDDPS, which was launched in 2018, covers a wide range of science and technologies related to data including, but not limited to, databases, real-time control, ML, and AI applied to plasma research.
Guest Editors: Sadruddin Benkadda and Satoshi Hamaguchi
Inertially Confined Plasmas, Dense Plasmas, Equations of State
William E. Lewis; David A. Yager-Elorriaga; Christopher A. Jennings; Jeffrey R. Fein; Gabriel A. Shipley; Andrew Porwitzky; Thomas J. Awe; Matthew R. Gomez; Eric C. Harding; Adam J. Harvey-Thompson; Patrick F. Knapp; Owen M. Mannion; Daniel E. Ruiz; Marc-Andre Schaeuble; Stephen A. Slutz; Matthew R. Weis; Jeffrey Woolstrum; David J. Ampleford; Luke Shulenburger
Plasma-Based Accelerators, Beams, Radiation Generation
D. A. Mariscal; B. Z. Djordjevic; R. Anirudh; J. Jayaraman-Thiagarajan; E. S. Grace; R. A. Simpson; K. K. Swanson; T. C. Galvin; D. Mittelberger; J. E. Heebner; R. Muir; E. Folsom; M. P. Hill; S. Feister; E. Ito; K. Valdez-Sereno; J. J. Rocca; J. Park; S. Wang; R. Hollinger; R. Nedbailo; B. Sullivan; G. Zeraouli; A. Shukla; P. Turaga; A. Sarkar; B. Van Essen; S. Liu; B. Spears; P.-T. Bremer; T. Ma
Inertially Confined Plasmas, Dense Plasmas, Equations of State
J. Luc Peterson; Tim Bender; Robert Blake; Nai-Yuan Chiang; M. Giselle Fernández-Godino; Bryan Garcia; Andrew Gillette; Brian Gunnarson; Cooper Hansen; Judy Hill; Kelli Humbird; Bogdan Kustowski; Irene Kim; Joe Koning; Eugene Kur; Steve Langer; Ryan Lee; Katie Lewis; Alister Maguire; Jose Milovich; Yamen Mubarka; Renee Olson; Jay Salmonson; Chris Schroeder; Brian Spears; Jayaraman Thiagarajan; Ryan Tran; Jingyi Wang; Chris Weber
Numerical Methods, Verification and Validation in Plasma Physics
E. Crovini; S. J. P. Pamela; A. B. Duncan; JOREK Team
Plasma-Based Accelerators, Beams, Radiation Generation
Y. Kuramitsu; T. Taguchi; F. Nikaido; T. Minami; T. Hihara; S. Suzuki; K. Oda; K. Kuramoto; T. Yasui; Y. Abe; K. Ibano; H. Takabe; C. M. Chu; K. T. Wu; W. Y. Woon; S. H. Chen; C. S. Jao; Y. C. Chen; Y. L. Liu; A. Morace; A. Yogo; Y. Arikawa; H. Kohri; A. Tokiyasu; S. Kodaira; T. Kusumoto; M. Kanasaki; T. Asai; Y. Fukuda; K. Kondo; H. Kiriyama; T. Hayakawa; S. J. Tanaka; S. Isayama; N. Watamura; H. Suzuki; H. S. Kumar; N. Ohnishi; T. Pikuz; E. Filippov; K. Sakai; R. Yasuhara; M. Nakata; R. Ishikawa; T. Hoshi; A. Mizuta; N. Bolouki; N. Saura; S. Benkadda; M. Koenig; S. Hamaguchi
Magnetically Confined Plasmas, Heating, Confinement
N. C. Amorisco; A. Agnello; G. Holt; M. Mars; J. Buchanan; S. Pamela
Numerical Methods, Verification and Validation in Plasma Physics
A. Agnello; N. C. Amorisco; A. Keats; G. K. Holt; J. Buchanan; S. Pamela; C. Vincent; G. McArdle
Numerical Methods, Verification and Validation in Plasma Physics
J. Castagna; F. Schiavello; L. Zanisi; J. Williams
Magnetically Confined Plasmas, Heating, Confinement
A. E. Järvinen; A. Kit; Y. R. J. Poels; S. Wiesen; V. Menkovski; L. Frassinetti; M. Dunne; ASDEX Upgrade Team,; JET Contributors
Magnetically Confined Plasmas, Heating, Confinement
Zetao Lin; Thibault Maurel-Oujia; Benjamin Kadoch; Philipp Krah; Nathaniel Saura; Sadruddin Benkadda; Kai Schneider
Magnetically Confined Plasmas, Heating, Confinement
A. Kit; A. E. Järvinen; Y. R. J. Poels; S. Wiesen; V. Menkovski; R. Fischer; M. Dunne; ASDEX-Upgrade Team
Nonlinear Phenomena, Turbulence, Transport
W. A Hornsby; A. Gray; J. Buchanan; B. S. Patel; D. Kennedy; F. J. Casson; C. M. Roach; M. B. Lykkegaard; H. Nguyen; N. Papadimas; B. Fourcin; J. Hart
Plasma-Based Accelerators, Beams, Radiation Generation
Yao-Li Liu; Yen-Chen Chen; Chun-Sung Jao; Mao-Syun Wong; Chun-Han Huang; Han-Wei Chen; Shogo Isayama; Yasuhiro Kuramitsu
Basic Plasma Phenomena, Waves, Instabilities
A. Bormanis; C. A. Leon; A. Scheinker
Numerical Methods, Verification and Validation in Plasma Physics
E. Fransson; A. Gillgren; A. Ho; J. Borsander; O. Lindberg; W. Rieck; M. Åqvist; P. Strand
Numerical Methods, Verification and Validation in Plasma Physics
Shokirbek Shermukhamedov; Michael Probst