Stabilization of the external kink and the resistive wall mode
MS Chu, M Okabayashi - Plasma Physics and Controlled Fusion, 2010 - iopscience.iop.org
The pursuit of steady-state economic production of thermonuclear fusion energy has led to
research on the stabilization of the external kink and the resistive wall mode. Advances in …
research on the stabilization of the external kink and the resistive wall mode. Advances in …
Rotation and momentum transport in tokamaks and helical systems
K Ida, JE Rice - Nuclear Fusion, 2014 - iopscience.iop.org
Poloidal and toroidal rotation has been recognized to play an important role in heat transport
and magnetohydrodynamic (MHD) stability in tokamaks and helical systems. It is well known …
and magnetohydrodynamic (MHD) stability in tokamaks and helical systems. It is well known …
PID-inspired inductive biases for deep reinforcement learning in partially observable control tasks
I Char, J Schneider - Advances in Neural Information …, 2024 - proceedings.neurips.cc
Deep reinforcement learning (RL) has shown immense potential for learning to control
systems through data alone. However, one challenge deep RL faces is that the full state of …
systems through data alone. However, one challenge deep RL faces is that the full state of …
Toroidal self-consistent modeling of drift kinetic effects on the resistive wall mode
A self-consistent kinetic model is developed to study the stability of the resistive wall mode in
toroidal plasmas. This model is compared with other models based on perturbative …
toroidal plasmas. This model is compared with other models based on perturbative …
Energetic ions in ITER plasmas
This paper discusses the behaviour and consequences of the expected populations of
energetic ions in ITER plasmas. It begins with a careful analytic and numerical consideration …
energetic ions in ITER plasmas. It begins with a careful analytic and numerical consideration …
Saturated ideal modes in advanced tokamak regimes in MAST
IT Chapman, MD Hua, SD Pinches, RJ Akers… - Nuclear …, 2010 - iopscience.iop.org
MAST plasmas with a safety factor above unity and a profile with either weakly reversed
shear or broad low-shear regions, regularly exhibit long-lived saturated ideal …
shear or broad low-shear regions, regularly exhibit long-lived saturated ideal …
Offline model-based reinforcement learning for tokamak control
Control for tokamaks, the leading candidate technology for nuclear fusion, is an important
pursuit since the realization of nuclear fusion as an energy source would result in virtually …
pursuit since the realization of nuclear fusion as an energy source would result in virtually …
ELM control with RMP: plasma response models and the role of edge peeling response
Resonant magnetic perturbations (RMP) have extensively been demonstrated as a
plausible technique for mitigating or suppressing large edge localized modes (ELMs) …
plausible technique for mitigating or suppressing large edge localized modes (ELMs) …
Advances in global MHD mode stabilization research on NSTX
SA Sabbagh, JW Berkery, RE Bell, JM Bialek… - Nuclear …, 2010 - iopscience.iop.org
Stabilizing modes that limit plasma beta and reduce their deleterious effect on plasma
rotation are key goals for the efficient operation of a fusion reactor. Passive stabilization and …
rotation are key goals for the efficient operation of a fusion reactor. Passive stabilization and …
Resistive wall mode instability at intermediate plasma rotation
JW Berkery, SA Sabbagh, R Betti, B Hu, RE Bell… - Physical Review Letters, 2010 - APS
Experimental observation of resistive wall mode (RWM) instability in the National Spherical
Torus Ex<? format?> periment (NSTX) at plasma rotation levels intermediate to the ion …
Torus Ex<? format?> periment (NSTX) at plasma rotation levels intermediate to the ion …