2022 Review of Data-Driven Plasma Science

Author:

Anirudh Rushil1ORCID,Archibald Rick2,Asif M. Salman3ORCID,Becker Markus M.4ORCID,Benkadda Sadruddin5,Bremer Peer-Timo1,Budé Rick H. S.6ORCID,Chang C. S.7ORCID,Chen Lei8ORCID,Churchill R. M.7ORCID,Citrin Jonathan9,Gaffney Jim A.1,Gainaru Ana2,Gekelman Walter10,Gibbs Tom11ORCID,Hamaguchi Satoshi12ORCID,Hill Christian13ORCID,Humbird Kelli1,Jalas Sören14,Kawaguchi Satoru15ORCID,Kim Gon-Ho16ORCID,Kirchen Manuel17,Klasky Scott2,Kline John L.18ORCID,Krushelnick Karl19,Kustowski Bogdan1ORCID,Lapenta Giovanni20,Li Wenting18ORCID,Ma Tammy1ORCID,Mason Nigel J.21,Mesbah Ali22ORCID,Michoski Craig23,Munson Todd24,Murakami Izumi25ORCID,Najm Habib N.26,Olofsson K. Erik J.27,Park Seolhye28ORCID,Peterson J. Luc1ORCID,Probst Michael8ORCID,Pugmire David2ORCID,Sammuli Brian27ORCID,Sawlani Kapil29ORCID,Scheinker Alexander18ORCID,Schissel David P.27,Shalloo Rob J.17ORCID,Shinagawa Jun30ORCID,Seong Jaegu28,Spears Brian K.1,Tennyson Jonathan31ORCID,Thiagarajan Jayaraman1,Ticoş Catalin M.32ORCID,Trieschmann Jan33ORCID,Dijk Jan van6ORCID,Essen Brian Van1,Ventzek Peter30,Wang Haimin34ORCID,Wang Jason T. L.34ORCID,Wang Zhehui18ORCID,Wende Kristian4,Xu Xueqiao1,Yamada Hiroshi35,Yokoyama Tatsuya35ORCID,Zhang Xinhua18

Affiliation:

1. Lawrence Livermore National Laboratory, Livermore, CA, USA

2. Oak Ridge National Laboratory, Department of Electrical and Computer Engineering, Oak Ridge, TN, USA

3. University of California at Riverside, Riverside, CA, USA

4. Leibniz Institute for Plasma Science and Technology (INP), Greifswald, Germany

5. CNRS, PIIM UMR 7345, Aix-Marseille University, Marseille, France

6. Department of Applied Physics, Eindhoven University of Technology, Eindhoven, The Netherlands

7. Princeton Plasma Physics Laboratory, Princeton, NJ, USA

8. Institute of Ion Physics and Applied Physics, University of Innsbruck, Innsbruck, Austria

9. Dutch Institute for Fundamental Energy Research (DIFFER), Eindhoven, The Netherlands

10. Department of Physics and Astronomy, University of California at Los Angeles, Los Angeles, CA, USA

11. NVIDIA, Santa Clara, CA, USA

12. Center for Atomic and Molecular Technologies, Graduate School of Engineering, Osaka University, Osaka, Japan

13. Department of Nuclear Sciences and Applications, International Atomic Energy Agency, Vienna, Austria

14. Center for Free-Electron Laser Science and the Department of Physics, Universität Hamburg, Hamburg, Germany

15. Division of Information and Electronic Engineering, Graduate School of Engineering, Muroran Institute of Technology, Muroran, Japan

16. Department of Nuclear Engineering, Seoul National University, Seoul, Republic of Korea

17. Deutsches Elektronen-Synchrotron (DESY), Hamburg, Germany

18. Los Alamos National Laboratory, Los Alamos, NM, USA

19. Center for Ultrafast Optical Science, University of Michigan, Ann Arbor, MI, USA

20. Department of Mathematics, University of Leuven (KU Leuven), Leuven, Belgium

21. Department of Physical Sciences, University of Kent, Canterbury, U.K.

22. Department of Chemical and Biomolecular Engineering, University of California at Berkeley, Berkeley, CA, USA

23. Oden Institute for Computational Engineering and Sciences, The University of Texas at Austin, Austin, TX, USA

24. Mathematics and Computer Science Division, Argonne National Laboratory, Lemont, IL, USA

25. National Institute for Fusion Science, National Institutes of Natural Sciences, Gifu, Japan

26. Sandia National Laboratories, Livermore, CA, USA

27. General Atomics, San Diego, CA, USA

28. Samsung Display Company Ltd., Asan-si, Republic of Korea

29. Lam Research Corporation, Fremont, CA, USA

30. Tokyo Electron America, Inc., Austin, TX, USA

31. Department of Physics and Astronomy, University College London, London, U.K.

32. National Institute for Laser, Plasma and Radiation Physics, Măgurele, Romania

33. Theoretical Electrical Engineering, Faculty of Engineering, Kiel University, Kiel, Germany

34. Institute for Space Weather Sciences, New Jersey Institute of Technology, Newark, NJ, USA

35. Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan

Funder

U.S. Department of Energy, the Office of Science

Office of Advanced Scientific Computing Research, SciDAC Program, through the FASTMath Institute, Oak Ridge National Laboratory

United States Department of Energy (DOE)/High Energy Physics

U.S. DOE through the Lawrence Livermore National Laboratory

European Union’s Horizon 2020 Research and Innovation Programme

Artificial Intelligence and Data Analytics Lab, Prince Sultan University

European Union via the Euratom Research and Training Programme

JSPS Core-to-Core Program

National Research Council of Science and Technology

Korea Government

German Federal Ministry of Education and Research

U.S. Air Force Office of Scientific Research Award

CNRS International Research Project (IRP) FJ-IPL

PPS-Contribution Research and Innovation of the Ministry of Economic Affairs and Climate Policy

ASML

U.S. DOE Office of Fusion Energy Science and the Office of Advanced Computing Research

Princeton University on behalf of the Princeton Plasma Physics Laboratory, the SciDAC Partnership Center for High-Performance Boundary Plasma Simulation

Theory Department

Japan Society of Promotion of Science (JSPS) Grants-in-Aid for Scientific Research

Osaka University International Joint Research Promotion Programs

Office of Advanced Scientific Computing Research, SciDAC Program, through the FASTMath Institute, Argonne National Laboratory

Office of Advanced Scientific Computing Research, SciDAC Program

Deutsche Forschungsgemeinschaft (DFG), German Research Foundation

Tokyo Electron Technology Solutions Ltd

U.S. Department of Energy through the Los Alamos National Laboratory

German Ministry of Education and Research

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Condensed Matter Physics,Nuclear and High Energy Physics

Reference744 articles.

1. Scientific workflow management and the Kepler system

2. Adaptive low rank and sparse decomposition of video using compressive sensing

3. Bayesian Optimization of a Laser-Plasma Accelerator

4. Control-oriented current-profile response modeling using neural network accelerated versions of TGLF and NUBEAM for DIII-D;morosohk;Proc APS Division Plasma Phys Meeting Abstr,2020

5. Pegasus, a workflow management system for science automation

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