Towards continual learning surrogates for transport solvers

Adam Kit; Aaro Järvinen; Amanda Bruncrona; Lorenzo Zanisi; Giovanni Tardini; Clemente Angioni; Vlado Menkovski; G. Staebler; S. Wiesen

Towards continual learning surrogates for transport solvers

Adam Kit^*
, Aaro Järvinen
, Amanda Bruncrona
, Lorenzo Zanisi
, Giovanni Tardini
, Clemente Angioni
, Vlado Menkovski
, G. Staebler
, S. Wiesen

^*Corresponding author for this work

BA4511 Fusion energy

United Kingdom Atomic Energy Authority (UKAEA)
Max-Planck-Institut für Plasmaphysik (IPP)
Eindhoven University of Technology (TU/e)
Oak Ridge National Laboratory (ORNL)
Dutch Institute for Fundamental Energy Research (DIFFER)

Research output: Contribution to conference › Other conference contribution › Scientific

Original language	English
Publication status	Published - 2025
MoE publication type	Not Eligible
Event	51st EPS Conference on Plasma Physics, EPS 2025 - Vilnius, Lithuania Duration: 7 Jul 2025 → 11 Jul 2025

Conference

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

Cite this

@conference{4e15da1b0c954082b66ef75081c680a8,

title = "Towards continual learning surrogates for transport solvers",

author = "Adam Kit and Aaro J{\"a}rvinen and Amanda Bruncrona and Lorenzo Zanisi and Giovanni Tardini and Clemente Angioni and Vlado Menkovski and G. Staebler and S. Wiesen",

year = "2025",

language = "English",

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

}

TY - CONF

T1 - Towards continual learning surrogates for transport solvers

AU - Kit, Adam

AU - Järvinen, Aaro

AU - Bruncrona, Amanda

AU - Zanisi, Lorenzo

AU - Tardini, Giovanni

AU - Angioni, Clemente

AU - Menkovski, Vlado

AU - Staebler, G.

AU - Wiesen, S.

PY - 2025

Y1 - 2025

M3 - Other conference contribution

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

Y2 - 7 July 2025 through 11 July 2025

ER -