Multimodal Super-Resolution: Discovering hidden physics and its application to fusion plasmas
Fuente:
arXiv
Saved in:
| Main Authors: | Jalalvand, Azarakhsh, Kim, SangKyeun, Seo, Jaemin, Hu, Qiming, Curie, Max, Steiner, Peter, Nelson, Andrew Oakleigh, Na, Yong-Su, Kolemen, Egemen |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FPGA-Accelerated Real-Time Diagnostics at DIII-D Using the SLAC Neural Network Library for ML Inference
by: Dave, Abhilasha, et al.
Published: (2026)
by: Dave, Abhilasha, et al.
Published: (2026)
Interpreting AI for Fusion: an application to Plasma Profile Analysis for Tearing Mode Stability
by: Farre-Kaga, Hiro J, et al.
Published: (2025)
by: Farre-Kaga, Hiro J, et al.
Published: (2025)
TokEye: Fast Signal Extraction for Fluctuating Time Series via Offline Self-Supervised Learning From Fusion Diagnostics to Bioacoustics
by: Chen, Nathaniel, et al.
Published: (2026)
by: Chen, Nathaniel, et al.
Published: (2026)
Highest Fusion Performance without Harmful Edge Energy Bursts in Tokamak
by: Kim, SangKyeun, et al.
Published: (2024)
by: Kim, SangKyeun, et al.
Published: (2024)
Enabling Integrated AI Control on DIII-D: A Control System Design with State-of-the-art Experiments
by: Rothstein, Andrew, et al.
Published: (2025)
by: Rothstein, Andrew, et al.
Published: (2025)
FPGA-Accelerated Real-Time Beam Emission Spectroscopy Diagnostics at DIII-D Using the SLAC Neural Network Library for ML Inference
by: Dave, Abhilasha, et al.
Published: (2025)
by: Dave, Abhilasha, et al.
Published: (2025)
Revisiting confinement scalings and fusion performance with a perspective optimized for extrapolation
by: Butt, Jalal, et al.
Published: (2026)
by: Butt, Jalal, et al.
Published: (2026)
Combing physics-based and data-driven predictions for quantitatively accurate models that extrapolate well; with application to DIII-D, AUG, and ITER tokamak fusion reactors
by: Abbate, Joseph, et al.
Published: (2024)
by: Abbate, Joseph, et al.
Published: (2024)
Spectrally accurate, reverse-mode differentiable bounce-averaging algorithm and its applications
by: Unalmis, Kaya E., et al.
Published: (2024)
by: Unalmis, Kaya E., et al.
Published: (2024)
Optimizing stellarators with hidden symmetry
by: Liu, Hengqian, et al.
Published: (2025)
by: Liu, Hengqian, et al.
Published: (2025)
Effect of insulator end cap thickness on time-dependent Hartmann flow in a rotating mirror
by: Gaur, Rahul, et al.
Published: (2024)
by: Gaur, Rahul, et al.
Published: (2024)
Extending near-axis equilibria in DESC
by: Panici, Dario, et al.
Published: (2025)
by: Panici, Dario, et al.
Published: (2025)
Characterization of ELM Pacing via Vertical Jogs on DIII-D
by: Yasoda, Kei, et al.
Published: (2026)
by: Yasoda, Kei, et al.
Published: (2026)
Full Shot Predictions for the DIII-D Tokamak via Deep Recurrent Networks
by: Char, Ian, et al.
Published: (2024)
by: Char, Ian, et al.
Published: (2024)
Quantifying Resolution Limits in Pedestal Profile Measurements with Gaussian Process Regression
by: Cao, Norman M., et al.
Published: (2025)
by: Cao, Norman M., et al.
Published: (2025)
Deflation Techniques for Stellarator Equilibrium and Optimization
by: Panici, Dario, et al.
Published: (2026)
by: Panici, Dario, et al.
Published: (2026)
Gyrokinetic simulations of the effects of magnetic islands on microturbulence in KSTAR
by: Wei, Xishuo, et al.
Published: (2024)
by: Wei, Xishuo, et al.
Published: (2024)
Magnetic Fields with General Omnigenity
by: Dudt, Daniel W., et al.
Published: (2023)
by: Dudt, Daniel W., et al.
Published: (2023)
High Order Free Boundary MHD Equilibria in DESC
by: Conlin, Rory, et al.
Published: (2024)
by: Conlin, Rory, et al.
Published: (2024)
A Brief Overlook on Magnetoplasmadynamic Thrusters
by: Gover, Egemen
Published: (2024)
by: Gover, Egemen
Published: (2024)
Regulation Compliant AI for Fusion: Real-Time Image Analysis-Based Control of Divertor Detachment in Tokamaks
by: Chen, Nathaniel, et al.
Published: (2025)
by: Chen, Nathaniel, et al.
Published: (2025)
FreeMHD: validation and verification of the open-source, multi-domain, multi-phase solver for electrically conductive flows
by: Wynne, Brian, et al.
Published: (2024)
by: Wynne, Brian, et al.
Published: (2024)
Stellarator Optimization with Constraints
by: Conlin, Rory, et al.
Published: (2024)
by: Conlin, Rory, et al.
Published: (2024)
Design Optimization of Nuclear Fusion Reactor through Deep Reinforcement Learning
by: Kim, Jinsu, et al.
Published: (2024)
by: Kim, Jinsu, et al.
Published: (2024)
Spatially modulated plasma profile for turbulence and instabilities mitigation in fusion plasma
by: Shesterikov, Ilya
Published: (2024)
by: Shesterikov, Ilya
Published: (2024)
Technical Aspects of Plasma Operational Simulation (POPSIM): A Framework for Data-Driven Simulation and Control
by: Wang, Allen M., et al.
Published: (2025)
by: Wang, Allen M., et al.
Published: (2025)
The pellet rocket effect in magnetic confinement fusion plasmas
by: Guth, Nico J., et al.
Published: (2024)
by: Guth, Nico J., et al.
Published: (2024)
High performance beam transport with multi-stage acceleration system and its application to plasma potential measurement in fusion plasmas
by: Nakamura, Kaori, et al.
Published: (2025)
by: Nakamura, Kaori, et al.
Published: (2025)
A laser plasma soliton fusion scheme
by: Chen, Pisin, et al.
Published: (2026)
by: Chen, Pisin, et al.
Published: (2026)
Omnigenous stellarator equilibria with enhanced stability
by: Gaur, Rahul, et al.
Published: (2024)
by: Gaur, Rahul, et al.
Published: (2024)
Yinsen: A low power density HTS tokamak fusion reactor for marine and off-grid applications
by: Cohen, Justin, et al.
Published: (2026)
by: Cohen, Justin, et al.
Published: (2026)
Asymptotic scaling theory of electrostatic turbulent transport in magnetised fusion plasmas
by: Adkins, T., et al.
Published: (2026)
by: Adkins, T., et al.
Published: (2026)
Suppression of temperature-gradient-driven turbulence by sheared flows in fusion plasmas
by: Ivanov, P. G., et al.
Published: (2024)
by: Ivanov, P. G., et al.
Published: (2024)
The role of nonlinear absorption of an ECR beam for fusion plasma pre-ionization
by: Ram, Tulchhi, et al.
Published: (2025)
by: Ram, Tulchhi, et al.
Published: (2025)
Preventing ash from poisoning proton-boron 11 fusion plasmas
by: Ochs, Ian E., et al.
Published: (2025)
by: Ochs, Ian E., et al.
Published: (2025)
Surface Current Optimization and Coil-Cutting Algorithms for Stage-Two Stellarator Optimization
by: Panici, Dario, et al.
Published: (2025)
by: Panici, Dario, et al.
Published: (2025)
Optimization of Nonlinear Turbulence in Stellarators
by: Kim, Patrick, et al.
Published: (2023)
by: Kim, Patrick, et al.
Published: (2023)
The effect of plasmoid drifts on the pellet rocket effect in magnetic confinement fusion plasmas
by: Guth, N. J., et al.
Published: (2024)
by: Guth, N. J., et al.
Published: (2024)
Prospects of negative triangularity tokamak for advanced steady-state confinement of fusion plasmas
by: Zheng, Linjin, et al.
Published: (2024)
by: Zheng, Linjin, et al.
Published: (2024)
Control of pedestal-top electron density using RMP and gas puff at KSTAR
by: Kim, Minseok, et al.
Published: (2025)
by: Kim, Minseok, et al.
Published: (2025)
Similar Items
-
FPGA-Accelerated Real-Time Diagnostics at DIII-D Using the SLAC Neural Network Library for ML Inference
by: Dave, Abhilasha, et al.
Published: (2026) -
Interpreting AI for Fusion: an application to Plasma Profile Analysis for Tearing Mode Stability
by: Farre-Kaga, Hiro J, et al.
Published: (2025) -
TokEye: Fast Signal Extraction for Fluctuating Time Series via Offline Self-Supervised Learning From Fusion Diagnostics to Bioacoustics
by: Chen, Nathaniel, et al.
Published: (2026) -
Highest Fusion Performance without Harmful Edge Energy Bursts in Tokamak
by: Kim, SangKyeun, et al.
Published: (2024) -
Enabling Integrated AI Control on DIII-D: A Control System Design with State-of-the-art Experiments
by: Rothstein, Andrew, et al.
Published: (2025)