Efficient uncertainty quantification in plasma microinstability simulations with mode transitions

Daniel Jordan; Aaro Järvinen; Adam Kit; Anna Niemelä; Ionut Farcas; Tobias Görler; David Hatch; Joseph Schmidt; Cole Stephens

Efficient uncertainty quantification in plasma microinstability simulations with mode transitions

Daniel Jordan^*
, Aaro Järvinen
, Adam Kit
, Anna Niemelä
, Ionut Farcas
, Tobias Görler
, David Hatch
, Joseph Schmidt
, Cole Stephens

^*Corresponding author for this work

BA4511 Fusion energy

Virginia Tech
Max-Planck-Institut für Plasmaphysik (IPP)
The University of Texas at Austin

Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Scientific

6 Downloads (Pure)

Original language	English
Title of host publication	51st EPS Conference on Plasma Physics
Editors	B.P. Duval
Publisher	European Physical Society
Number of pages	4
Publication status	Published - 2025
Event	51st EPS Conference on Plasma Physics, EPS 2025 - Vilnius, Lithuania Duration: 7 Jul 2025 → 11 Jul 2025

Publication series

Series	Europhysics Conference Abstracts
Volume	51A
ISSN	0378-2271

Conference

Conference	51st EPS Conference on Plasma Physics, EPS 2025
Country/Territory	Lithuania
City	Vilnius
Period	7/07/25 → 11/07/25

Access to Document

119820_eps2025_daniel_jordan_uploadedFinal published version, 711 KB

https://lac913.epfl.ch/epsppd3/2025/html/PDF/P5_237.pdf

DEEPlasma: Physics-Informed Deep Learning for Plasma Turbulence Predictions in Fusion Reactors
Järvinen, A. (Manager) & Jordan, D. (Participant)
1/01/24 → 31/12/26
Project: Research Council of Finland
DEEPfusion: Artificial Intelligence for Fusion Reactor Predictions
Järvinen, A. (Manager), Kit, A. (Participant) & Bruncrona, A. (Participant)
1/09/23 → 31/08/27
Project: Research Council of Finland

Cite this

Jordan, D., Järvinen, A., Kit, A., Niemelä, A., Farcas, I., Görler, T., Hatch, D., Schmidt, J., & Stephens, C. (2025). Efficient uncertainty quantification in plasma microinstability simulations with mode transitions. In B. P. Duval (Ed.), 51st EPS Conference on Plasma Physics Article P5.237 European Physical Society. https://lac913.epfl.ch/epsppd3/2025/html/PDF/P5_237.pdf

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title = "Efficient uncertainty quantification in plasma microinstability simulations with mode transitions",

author = "Daniel Jordan and Aaro J{\"a}rvinen and Adam Kit and Anna Niemel{\"a} and Ionut Farcas and Tobias G{\"o}rler and David Hatch and Joseph Schmidt and Cole Stephens",

year = "2025",

language = "English",

series = "Europhysics Conference Abstracts",

publisher = "European Physical Society",

editor = "B.P. Duval",

booktitle = "51st EPS Conference on Plasma Physics",

address = "France",

note = "51st EPS Conference on Plasma Physics, EPS 2025 ; Conference date: 07-07-2025 Through 11-07-2025",

}

Jordan, D , Järvinen, A , Kit, A , Niemelä, A, Farcas, I, Görler, T, Hatch, D, Schmidt, J & Stephens, C 2025, Efficient uncertainty quantification in plasma microinstability simulations with mode transitions. in BP Duval (ed.), 51st EPS Conference on Plasma Physics., P5.237, European Physical Society, Europhysics Conference Abstracts, vol. 51A, 51st EPS Conference on Plasma Physics, EPS 2025, Vilnius, Lithuania, 7/07/25. <https://lac913.epfl.ch/epsppd3/2025/html/PDF/P5_237.pdf>

Efficient uncertainty quantification in plasma microinstability simulations with mode transitions. / Jordan, Daniel ; Järvinen, Aaro ; Kit, Adam et al.
51st EPS Conference on Plasma Physics. ed. / B.P. Duval. European Physical Society, 2025. P5.237 (Europhysics Conference Abstracts, Vol. 51A).

Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Scientific

TY - CHAP

T1 - Efficient uncertainty quantification in plasma microinstability simulations with mode transitions

AU - Jordan, Daniel

AU - Järvinen, Aaro

AU - Kit, Adam

AU - Niemelä, Anna

AU - Farcas, Ionut

AU - Görler, Tobias

AU - Hatch, David

AU - Schmidt, Joseph

AU - Stephens, Cole

PY - 2025

Y1 - 2025

M3 - Conference abstract in proceedings

T3 - Europhysics Conference Abstracts

BT - 51st EPS Conference on Plasma Physics

A2 - Duval, B.P.

PB - European Physical Society

T2 - 51st EPS Conference on Plasma Physics, EPS 2025

Y2 - 7 July 2025 through 11 July 2025

ER -

Efficient uncertainty quantification in plasma microinstability simulations with mode transitions

Publication series

Conference

Access to Document

Projects

DEEPlasma: Physics-Informed Deep Learning for Plasma Turbulence Predictions in Fusion Reactors

DEEPfusion: Artificial Intelligence for Fusion Reactor Predictions

Cite this