MFE: MHD, Control, and Machine Learning
ORAL · JO09 · ID: 1746268
Presentations
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Evidence of noninductive current drive during tokamak sawtooth crashes using fast internal magnetic measurements
ORAL
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Presenters
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Thomas E Benedett
- University of California, Los Angeles
Authors
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Thomas E Benedett
- University of California, Los Angeles
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Jie Chen
- University of California, Los Angeles
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David L Brower
- University of California, Los Angeles
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Differential Rotation to Prevent 2/1 Tearing Modes Driven by 3-Wave Coupling
ORAL
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Publication: "Use of Differential Plasma Rotation to Prevent Tearing Mode Onset from 3-Wave Coupling", to be submitted for consideration in Nuclear Fusion.
Presenters
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Nathan J Richner
- Oak Ridge Associated Universities
Authors
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Nathan J Richner
- Oak Ridge Associated Universities
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Laszlo Bardoczi
- General Atomics
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James D Callen
- University of Wisconsin - Madison
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Robert J La Haye
- General Atomics - San Diego
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Nikolas C Logan
- Columbia University
- Lawrence Livermore Natl Lab
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Ted J Strait
- General Atomics - San Diego
- General Atomics, San Diego
- General Atomics
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The effects of electron viscosity and parallel flow on resonant layer responses to 3D magnetic perturbations
ORAL
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Presenters
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Jace C Waybright
- Princeton University
Authors
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Jace C Waybright
- Princeton University
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JongKyu Park
- Seoul National University
- Seoul National University, Princeton Plasma Physics Laboratory
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Investigation of multi-mode plasma response in EAST and its application in ITER scenario
ORAL
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Publication: [1] S. Gu et al, 2023, Exploiting the influence of up-down asymmetry in plasma shape on the 3D plasma response to maximize access to RMP-ELM control, In Review
[2] S. Gu et al, 2022, Influence of triangularity on the plasma response to resonant magnetic perturbations, Nucl. Fusion 62 076031
[3] S. Gu et al, 2019, A new criterion for controlling edge localized modes based on a multi-mode plasma response, Nucl. Fusion 59 126042Presenters
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Shuai Gu
- Oak Ridge Associated Universities
Authors
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Shuai Gu
- Oak Ridge Associated Universities
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Yueqiang Liu
- General Atomics - San Diego
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Carlos A Paz-Soldan
- Columbia University
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Calculating an extended-MHD pedestal structure constraint
ORAL
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Presenters
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Andreas Kleiner
- Princeton Plasma Physics Laboratory
Authors
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Andreas Kleiner
- Princeton Plasma Physics Laboratory
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Nathaniel M Ferraro
- Princeton Plasma Physics Laboratory
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Joseph T McClenaghan
- General Atomics - San Diego
- General Atomics
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Jason F Parisi
- Princeton Plasma Physics Laboratory
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Resistive Wall Tearing Mode Disruptions
ORAL
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Publication: [1] H. Strauss and JET Contributors,
Phys. Plasmas 28, 032501 (2021)
[2] H. Strauss,
Phys. Plasmas 28 072507 (2021)
[3] H. Strauss, B. C. Lyons, M. Knolker,
Phys. Plasmas 29 112508 (2022).
[4] H. R. Strauss, B. E. Chapman, N. C. Hurst,
PPCF 65 084002 (2023).
[5] H. R. Strauss, arXiv (2023).Presenters
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Henry R Strauss
- HRS Fusion
Authors
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Henry R Strauss
- HRS Fusion
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Simulations on impurity radiation induced tearing mode growth during massive gas injection in tokamaks
ORAL
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Publication: [1] S.-Y. Zeng, et al, Species dependence of the impurity injection induced poloidal flow and magnetic island rotation in a tokamak, submitted to Plasma Phys. Control. Fusion (2023)
[2] S.-Y. Zeng, et al, Nucl. Fusion 63, 046018 (2023)
[3] S.-Y. Zeng, et al, Nucl. Fusion 63, 016026 (2023)
[4] S.-Y. Zeng, et al, Nucl. Fusion 62, 026015 (2022)Presenters
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Shiyong Zeng
- University of Science and Technology of China
Authors
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Shiyong Zeng
- University of Science and Technology of China
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Ping Zhu
- Huazhong University of Science and Technology
- Huazhong University of Science & Technology
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Ruijie Zhou
- Institute of Plasma Physics, Chinese Academy of Sciences
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Ming Xu
- Institute of Plasma Physics, Chinese Academy of Sciences
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Dominique F Escande
- Aix-Marseille University
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Haijun Ren
- University of Science and Technology of China
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Asymptotic vacuum solution at tokamak X-point tip
ORAL
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Presenters
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Linjin Zheng
- University of Texas at Austin
Authors
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Linjin Zheng
- University of Texas at Austin
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M. T. Koschenreuther
- University of Texas at Austin
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Francois Waelbroeck
- University of Texas - Austin
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Reinforcement Learning for Ramp-down Scenario Design and Active Disruption Avoidance
ORAL
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Presenters
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Allen Wang
- Massachusetts Institute of Technology
Authors
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Allen Wang
- Massachusetts Institute of Technology
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Darren T Garnier
- Massachusetts Institute of Technology
- MIT Plasma Science and Fusion Center
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Real-time Equilibrium Reconstruction Using Machine Learning That Is Robust Against Diagnostics Failures
ORAL
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Presenters
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Egemen Kolemen
- Princeton University
Authors
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Egemen Kolemen
- Princeton University
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Ricardo Shousha
- Princeton University
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Josiah T Wai
- Princeton University
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Jaemin Seo
- Seoul National University
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Gaussian Process Regression for Equilibrium Reconstruction in DIII-D and ITER Plasmas
ORAL
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Publication: [1] Leddy, Jarrod, et al. "Single Gaussian process method for arbitrary tokamak regimes with a
statistical analysis." Plasma Physics and Controlled Fusion 64.10 (2022): 104005.Presenters
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Jarrod Leddy
- Tech-X Corp
- Tech-X Corporation
Authors
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Jarrod Leddy
- Tech-X Corp
- Tech-X Corporation
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Eric C Howell
- Tech-X Corp
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Scott E Kruger
- Tech-X Corp
- Tech-X
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Sandeep Madireddy
- Argonne National Laboratory
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Cihan Akcay
- General Atomics
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Torrin A Bechtel
- Oakridge Associate Universities
- General Atomics
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Lang L Lao
- General Atomics
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Joseph T McClenaghan
- General Atomics - San Diego
- General Atomics
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David Orozco
- General Atomics
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Sterling P Smith
- General Atomics
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Alexei Pankin
- Princeton Plasma Physics Laboratory
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Production of a FAIR Tokamak Equilibria Database for Analysis and Machine Learning
ORAL
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Presenters
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Torrin A Bechtel
- Oakridge Associate Universities
- General Atomics
Authors
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Torrin A Bechtel
- Oakridge Associate Universities
- General Atomics
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David Orozco
- General Atomics
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Scott E Kruger
- Tech-X Corp
- Tech-X
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Alexei Pankin
- Princeton Plasma Physics Laboratory
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Joseph T McClenaghan
- General Atomics - San Diego
- General Atomics
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Lang L Lao
- General Atomics
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Cihan Akcay
- General Atomics
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Xuan Sun
- Oak Ridge Associated Universities
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Sterling P Smith
- General Atomics
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Orso-Maria O Meneghini
- General Atomics - San Diego
- General Atomics
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Physics-augmented machine learning techniques for modeling tokamak dynamics
ORAL
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Publication: Data-driven ML model: Abbate 2021 Nucl. Fusion 61 046027
ASTRA/TRANSP validation and verification: Abbate 2023 Nucl. Fusion [submitted]
Data+sim model: [in progress]Presenters
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Joseph A Abbate
- Princeton Plasma Physics Laboratory
- Princeton University
Authors
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Joseph A Abbate
- Princeton Plasma Physics Laboratory
- Princeton University
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Emiliano Fable
- Max-Planck-Institut für Plasmaphysik
- Max Planck Institute for Plasma Physics
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Alexei Pankin
- Princeton Plasma Physics Laboratory
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Giovanni Tardini
- Max-Planck-Institut für Plasmaphysik, Garching
- Max Planck Institut fuer Plasma Physik
- Max-Planck-Institut für Plasmaphysik
- Max Planck Institute for Plasma Physics
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Egemen Kolemen
- Princeton University
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A discharge optimizer for tokamak operations with application to ITER
ORAL
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Presenters
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Andres Pajares
- General Atomics
Authors
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Andres Pajares
- General Atomics
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Himank Anand
- General Atomics
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Anders S Welander
- General Atomics
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Orso-Maria O Meneghini
- General Atomics - San Diego
- General Atomics
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Spatio-temporal forecasting of plasma turbulence using deep learning
ORAL
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Presenters
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Rahul Gaur
- Princeton Univeristy
Authors
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Rahul Gaur
- Princeton Univeristy
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Vignesh Gopakumar
- UKAEA
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Nathaniel Barbour
- University of Maryland, College Park
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Byoungchan Jang
- University of Maryland
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Noah R Mandell
- PPPL
- Princeton Plasma Physics Laboratory
- Princeton University
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Ian G Abel
- IREAP, University of Maryland, College Park
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William D Dorland
- University of Maryland Department of Physics
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Egemen Kolemen
- Princeton University
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