Scalable simulation-based inference framework for large-scale model validation in fusion

Aaro Järvinen; Adam Kit; Amanda Bruncrona; Daniel Jordan; Anna Niemelä; Luigi Acerbi; Ayush Bharti; Tünde Fülöp; Mathias Hoppe; Eric Nardon; Scott Silburn; Lorenzo Zanisi

Scalable simulation-based inference framework for large-scale model validation in fusion

Aaro Järvinen^*
, Adam Kit
, Amanda Bruncrona
, Daniel Jordan
, Anna Niemelä
, Luigi Acerbi
, Ayush Bharti
, Tünde Fülöp
, Mathias Hoppe
, Eric Nardon
, Scott Silburn
, Lorenzo Zanisi

^*Corresponding author for this work

BA4511 Fusion energy

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

3 Downloads (Pure)

Original language	English
Title of host publication	Proceedings of the 51st EPS Conference on Plasma Physics
Editors	B.P. Duval
Publisher	European Physical Society
Number of pages	4
Publication status	Published - 2025
MoE publication type	B3 Non-refereed article in conference proceedings
Event	51st EPS Conference on Plasma Physics - 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
Country/Territory	Lithuania
City	Vilnius
Period	7/07/25 → 11/07/25

Access to Document

119880_eps2025_aej_conference_proceedingFinal published version, 409 KB

https://lac913.epfl.ch/epsppd3/2025/html/PDF/P2_062.pdf

Cite this

Järvinen, A., Kit, A., Bruncrona, A., Jordan, D., Niemelä, A., Acerbi, L., Bharti, A., Fülöp, T., Hoppe, M., Nardon, E., Silburn, S., & Zanisi, L. (2025). Scalable simulation-based inference framework for large-scale model validation in fusion. In B. P. Duval (Ed.), Proceedings of the 51st EPS Conference on Plasma Physics Article P2.062 European Physical Society. https://lac913.epfl.ch/epsppd3/2025/html/PDF/P2_062.pdf

@inproceedings{413a16bd74384d8cbbe25d10b772d28c,

title = "Scalable simulation-based inference framework for large-scale model validation in fusion",

author = "Aaro J{\"a}rvinen and Adam Kit and Amanda Bruncrona and Daniel Jordan and Anna Niemel{\"a} and Luigi Acerbi and Ayush Bharti and T{\"u}nde F{\"u}l{\"o}p and Mathias Hoppe and Eric Nardon and Scott Silburn and Lorenzo Zanisi",

year = "2025",

language = "English",

series = "Europhysics Conference Abstracts",

publisher = "European Physical Society",

editor = "B.P. Duval",

booktitle = "Proceedings of the 51st EPS Conference on Plasma Physics",

address = "France",

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

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Järvinen, A , Kit, A , Bruncrona, A , Jordan, D , Niemelä, A, Acerbi, L, Bharti, A, Fülöp, T, Hoppe, M, Nardon, E, Silburn, S & Zanisi, L 2025, Scalable simulation-based inference framework for large-scale model validation in fusion. in BP Duval (ed.), Proceedings of the 51st EPS Conference on Plasma Physics., P2.062, European Physical Society, Europhysics Conference Abstracts, vol. 51A, 51st EPS Conference on Plasma Physics, Vilnius, Lithuania, 7/07/25. <https://lac913.epfl.ch/epsppd3/2025/html/PDF/P2_062.pdf>

Scalable simulation-based inference framework for large-scale model validation in fusion. / Järvinen, Aaro ; Kit, Adam ; Bruncrona, Amanda et al.
Proceedings of the 51st EPS Conference on Plasma Physics. ed. / B.P. Duval. European Physical Society, 2025. P2.062 (Europhysics Conference Abstracts, Vol. 51A).

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

TY - GEN

T1 - Scalable simulation-based inference framework for large-scale model validation in fusion

AU - Järvinen, Aaro

AU - Kit, Adam

AU - Bruncrona, Amanda

AU - Jordan, Daniel

AU - Niemelä, Anna

AU - Acerbi, Luigi

AU - Bharti, Ayush

AU - Fülöp, Tünde

AU - Hoppe, Mathias

AU - Nardon, Eric

AU - Silburn, Scott

AU - Zanisi, Lorenzo

PY - 2025

Y1 - 2025

M3 - Conference article in proceedings

T3 - Europhysics Conference Abstracts

BT - Proceedings of the 51st EPS Conference on Plasma Physics

A2 - Duval, B.P.

PB - European Physical Society

T2 - 51st EPS Conference on Plasma Physics

Y2 - 7 July 2025 through 11 July 2025

ER -