Accès ouvert
2026
article
OpenAlex
Enrico Aymerich, Fabio Pisano, Giuliana Sias, B. Cannas et autres
Abstract Real-time estimation of divertor heat loads is critical for plasma-facing component protection in Wendelstein 7-X (W7-X). The current heat-flux reconstruction tool, THEODOR, is too computationally demanding for real-time use, motivating the development of faster physics-based surrogates. Physics-informed neural networks (PINNs) have …
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Accès ouvert
2026
article
OpenAlex
N. Vianello, Emmanuel Henri Henri Joffrin, M. Baruzzo, Antti Hakola et autres
Abstract JET, the only tokamak capable of operating with deuterium–tritium (D–T) fuel (since TFTR was shutdown in 1999), has provided essential experimental data to support ITER and DEMO design and operation. Within the EUROfusion Tokamak Exploitation Work Package, JET completed its final …
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(code pays fourni par la source)
Accès ouvert
2026
article
OpenAlex
T. Pütterich, Felix Albrecht, Edoardo Alessi, Sehoon An et autres
Abstract After a 26-month vent ASDEX Upgrade (AUG) went back in operation with a newly designed upper W-divertor suitable for alternative divertor configurations (featuring in-vessel coils and cryo-pump). Parameter scans and an extensive set of measurements were obtained and their interpretation is …
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(code pays fourni par la source)
Accès ouvert
2026
article
OpenAlex
Samuele Setzu, Enrico Aymerich, Alessandra Fanni, Fabio Pisano et autres
In a previous paper, a Self-Organizing Map had proven to be able to identify the regions of the plasma operative space characterizing the pre-disruptive phase at JET without relying on any a priori information. One of the strengths of this disruption predictor …
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(code pays fourni par la source)