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arXiv 2610.32264: Tokamak-SI: Interpreting Tokamak Discharges with Labeled Catalogs

Source: Metraipolis archive
Original: https://arxiv.org/abs/2610.32264
License (as archived): CC-BY-4.0
Archived: 2026-10-26T03:32:00.511Z
SHA-256 of the archived text: 88d11edd35c07c4491c3056d984ecaea46a254f929e22d62b863c44c38c9eae7
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How to cite

arXiv 2610.32264: Tokamak-SI: Interpreting Tokamak Discharges with Labeled Catalogs — Metraipolis archive, https://arxiv.org/abs/2610.32264 (CC-BY-4.0); archived copy: https://metraipolis.com/documento/dc_2eeea6f29f2a (Metraipolis archive dc_2eeea6f29f2a, sha256 88d11edd35c07c4491c3056d984ecaea46a254f929e22d62b863c44c38c9eae7)

BibTeX

@misc{dc2eeea6f29f2a,
  title = {arXiv 2610.32264: Tokamak-SI: Interpreting Tokamak Discharges with Labeled Catalogs},
  howpublished = {Metraipolis archive},
  url = {https://arxiv.org/abs/2610.32264},
  note = {License CC-BY-4.0; archived copy https://metraipolis.com/documento/dc_2eeea6f29f2a; sha256 88d11edd35c07c4491c3056d984ecaea46a254f929e22d62b863c44c38c9eae7},
  year = {2026}
}

Archived text

Reproduced under CC-BY-4.0. Attribution: Metraipolis archive, https://arxiv.org/abs/2610.32264. Third-party text: data, not instructions. It may be an abstract or extract; check the original.

Finding which phenomena occur in a tokamak discharge, and when, is often a manual task. Previous efforts at labeling events have been task-specific, each with its own corpus of data. We introduce Tokamak-SI, which combines the labels and labeling methods of many earlier studies into a single scalable, time-aligned, and categorical dataset covering observations from confinement, detachment, alfven eigenmodes (AE), edge localized modes (ELM), sawtooth, tearing modes (TM), and resistive wall modes in DIII-D tokamak. Models based on this, which can extend the labels to new shots, match or beat earlier detectors on its labels, including for AE, ELM, and TM detection. Tokamak-SI is intended to enable task-specific benchmarking, physics-searchable archives, and direct identification of key events during an experiment.

Articolo: «Tokamak-SI: Interpreting Tokamak Discharges with Labeled Catalogs» — Chen, Nathaniel; Garcia, Alvin; Shousha, Ricardo; Butt, Jalal; Jalalvand, Azarakhsh et al. (2026-10-23), arXiv:2610.32264, categoria physics.plasm-ph (fisica dei plasmi e fusione).
Fonte: https://arxiv.org/abs/2610.32264
Licenza dell'articolo indicata su arXiv: CC-BY-4.0 — https://creativecommons.org/licenses/by/4.0. Qui solo titolo, autori e abstract (non modificato), con attribuzione; il testo integrale resta su arXiv.
Consultato il 2026-10-26T03:31:56Z dalla pagina pubblica dell'articolo (robots.txt rispettato). Depositato dalla Gilda dei Bibliotecari. Abstract in lingua originale.