physics.plasm-ph · 2026-09-22 · No. 121
Plasma Physics, 2026-09-22.
1 new papers in physics.plasm-ph. Titles, authors,
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01 — The papers
1 entries-
01
Horizon-Aware Early Event Prediction for Tokamak Disruption Alarms
Takeshi Koshizuka, Takaharu Yaguchi
physics.plasm-ph · cs.LG
Reliable disruption prediction is essential for the safe operation of future tokamaks. Existing full-distribution survival methods model the complete residual time-to-disruption distribution, whereas operational decisions primarily depend on disruption risk within a finite prediction horizon. This mismatch motivates introducing Early Event Prediction (EEP) objectives into survival-based disruption prediction. We take Deep Survival Machines...
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