Time-resolved, physics-informed neural networks for tokamak total emission reconstruction and modelling

Diagnostics play a pivotal role in nuclear fusion experimental reactors, supporting physical studies, modelling, and plasma control. However, most diagnostics provide limited and partial information about the plasma’s status. For instance, magnetic probes measure only external magnetic fields, while...

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Hlavní autoři:	R. Rossi, A. Murari, T. Craciunescu, I. Wyss, D. Mazon, A. Pau, A. Costantini, M. Gelfusa, JET Contributors, the EUROfusion Tokamak Exploitation Team
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IOP Publishing 2025-01-01
Edice:	Nuclear Fusion
Témata:	physics-informed neural networks radiation emission tomography MARFE ELM core radiation
On-line přístup:	https://doi.org/10.1088/1741-4326/adb3bc
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