activity
20172025
most citedHybrid deep learning architecture for general disruption prediction across tokamaks

65 citations · 223 across the 9 of their papers we have counts for

collaborators

9 papers

physics.plasm-ph2025

Runaway electron-induced plasma facing component damage in tokamaks

S. Ratynskaia, M. Hoelzl, E. Nardon +31

This Roadmap article addresses the critical and multifaceted challenge of plasma-facing component (PFC) damage caused by runaway electrons (REs) in tokamaks, a phenomenon that pose…

physics.plasm-ph2023★ 15 cited

On the minimum transport required to passively suppress runaway electrons in SPARC disruptions

R. A. Tinguely, I. Pusztai, V. A. Izzo +8

In [V.A. Izzo et al 2022 Nucl. Fusion 62 096029], state-of-the-art modeling of thermal and current quench (CQ) MHD coupled with a self-consistent evolution of runaway electron (RE)…

physics.plasm-ph2022★ 36 cited

Runaway electron deconfinement in SPARC and DIII-D by a passive 3D coil

V. A. Izzo, I. Pusztai, K. Särkimäki +7

The operation of a 3D coil--passively driven by the current quench loop voltage--for the deconfinement of runaway electrons is modeled for disruption scenarios in the SPARC and DII…

physics.plasm-ph2021★ 28 cited

Scenario adaptive disruption prediction study for next generation burning-plasma tokamaks

J. Zhu, C. Rea, R. S. Granetz +10

Next generation high performance (HP) tokamaks risk damage from unmitigated disruptions at high current and power. Achieving reliable disruption prediction for a device's HP operat…

physics.plasm-ph2020★ 65 cited

Hybrid deep learning architecture for general disruption prediction across tokamaks

J. X. Zhu, C. Rea, K. Montes +3

In this paper, we present a new deep learning disruption prediction algorithm based on important findings from explorative data analysis which effectively allows knowledge transfer…

physics.plasm-ph2019★ 7 cited

Experimental and synthetic measurements of polarized synchrotron emission from runaway electrons in Alcator C-Mod

R. A. Tinguely, M. Hoppe, R. S. Granetz +2

This paper presents the first experimental analysis of polarized synchrotron emission from relativistic runaway electrons (REs) in a tokamak plasma. Importantly, we show that the p…

physics.plasm-ph2018★ 12 cited

High-resolution disruption halo current measurements using Langmuir probes in Alcator C-Mod

RA Tinguely, RS Granetz, A Berg +3

Halo currents generated during disruptions on Alcator C-Mod have been measured with Langmuir "rail" probes. These rail probes are embedded in a lower outboard divertor module in a…

physics.plasm-ph2018★ 18 cited

Measurements of runaway electron synchrotron spectra at high magnetic fields in Alcator C-Mod

R. A. Tinguely, R. S. Granetz, M. Hoppe +1

In the Alcator C-Mod tokamak, runaway electron (RE) experiments have been performed during low density, flattop plasma discharges at three magnetic fields: 2.7, 5.4, and 7.8 T, the…

physics.plasm-ph2017★ 42 cited

SOFT: A synthetic synchrotron diagnostic for runaway electrons

Mathias Hoppe, Ola Embréus, R. Alexander Tinguely +3

Improved understanding of the dynamics of runaway electrons can be obtained by measurement and interpretation of their synchrotron radiation emission. Models for synchrotron radiat…