Real-time virtual circuits for plasma shape control via neural network emulators
Fuente:
arXiv
Guardado en:
| Autores principales: | Ross, Alasdair, Holt, George K., Pentland, Kamran, Agnello, Adriano, Amorisco, Nicola C., Cavestany, Pedro, Garrod, Aran, Nunn, Timothy, Vincent, Charles, McArdle, Graham |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Real-time virtual circuits for plasma shape control via neural network surrogates: dynamic validation in closed-loop simulations
por: Pentland, K., et al.
Publicado: (2026)
por: Pentland, K., et al.
Publicado: (2026)
Real-Time Applicability of Emulated Virtual Circuits for Tokamak Plasma Shape Control
por: Cavestany, Pedro, et al.
Publicado: (2025)
por: Cavestany, Pedro, et al.
Publicado: (2025)
The FreeGSNKE Pulse Design Tool (FPDT): a computational framework for evolutive plasma scenario and control design
por: Pentland, K., et al.
Publicado: (2026)
por: Pentland, K., et al.
Publicado: (2026)
Emulation Techniques for Scenario and Classical Control Design of Tokamak Plasmas
por: Agnello, A., et al.
Publicado: (2024)
por: Agnello, A., et al.
Publicado: (2024)
Validation of the static forward Grad-Shafranov equilibrium solvers in FreeGSNKE and Fiesta using EFIT++ reconstructions from MAST-U
por: Pentland, K., et al.
Publicado: (2024)
por: Pentland, K., et al.
Publicado: (2024)
Bayesian optimisation of poloidal field coil positions in tokamaks
por: Nunn, Timothy, et al.
Publicado: (2025)
por: Nunn, Timothy, et al.
Publicado: (2025)
Particle-based plasma simulation using a graph neural network
por: Mlinarević, Marin, et al.
Publicado: (2025)
por: Mlinarević, Marin, et al.
Publicado: (2025)
Multiple solutions to the static forward free-boundary Grad-Shafranov problem on MAST-U
por: Pentland, K., et al.
Publicado: (2025)
por: Pentland, K., et al.
Publicado: (2025)
TokaMark: A Comprehensive Benchmark for MAST Tokamak Plasma Models
por: Rousseau, Cécile, et al.
Publicado: (2026)
por: Rousseau, Cécile, et al.
Publicado: (2026)
TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics
por: Boschi, Tobia, et al.
Publicado: (2026)
por: Boschi, Tobia, et al.
Publicado: (2026)
An electric circuital analysis of laboratory plasma sheath fluctuations and propagations
por: Dutta, Subham, et al.
Publicado: (2025)
por: Dutta, Subham, et al.
Publicado: (2025)
First Access to ELM-free Negative Triangularity at Low Aspect Ratio
por: Nelson, A. O., et al.
Publicado: (2024)
por: Nelson, A. O., et al.
Publicado: (2024)
First experimental demonstration of plasma shape control in a tokamak through Model Predictive Control
por: Mele, Adriano, et al.
Publicado: (2025)
por: Mele, Adriano, et al.
Publicado: (2025)
Pulse-shaping in the interaction of an elliptically-polarized laser and magnetized-plasma
por: Choobini, A. A. Molavi, et al.
Publicado: (2024)
por: Choobini, A. A. Molavi, et al.
Publicado: (2024)
First demonstration of Super-X divertor exhaust control for transient heat load management in compact fusion reactors
por: Kool, B., et al.
Publicado: (2024)
por: Kool, B., et al.
Publicado: (2024)
Enhanced plasma heating via interaction with high-contrast laser and cone-shaped target
por: Karaki, Yuga, et al.
Publicado: (2025)
por: Karaki, Yuga, et al.
Publicado: (2025)
Challenges and opportunities for AI to help deliver fusion energy
por: Agnello, Adriano, et al.
Publicado: (2026)
por: Agnello, Adriano, et al.
Publicado: (2026)
Low-cost sensors and circuits for plasma education: characterizing power and illuminance
por: Vargas, Alessandro N., et al.
Publicado: (2024)
por: Vargas, Alessandro N., et al.
Publicado: (2024)
Influence of plasma shaping on the parity of core-localized toroidal Alfvén eigenmode in an advanced tokamak configuration
por: Xue, Shiwei, et al.
Publicado: (2025)
por: Xue, Shiwei, et al.
Publicado: (2025)
A scaling law of the neutral opacity and Balmer-$α$ wing shape in high-temperature plasmas
por: Fujii, Keisuke, et al.
Publicado: (2024)
por: Fujii, Keisuke, et al.
Publicado: (2024)
Encoding of linear kinetic plasma problems in quantum circuits via data compression
por: Novikau, Ivan, et al.
Publicado: (2024)
por: Novikau, Ivan, et al.
Publicado: (2024)
Efficient dataset construction using active learning and uncertainty-aware neural networks for plasma turbulent transport surrogate models
por: Ho, Aaron, et al.
Publicado: (2025)
por: Ho, Aaron, et al.
Publicado: (2025)
A neural network approach to kinetic Mie polarimetry for particle size diagnostics in nanodusty plasmas
por: Schmitz, Alexander, et al.
Publicado: (2025)
por: Schmitz, Alexander, et al.
Publicado: (2025)
Simultaneous access to high normalized current, pressure, density, and confinement in strongly-shaped diverted negative triangularity plasmas
por: Paz-Soldan, C., et al.
Publicado: (2023)
por: Paz-Soldan, C., et al.
Publicado: (2023)
A high-performance elliptic solver for plasma boundary turbulence codes
por: Stegmeir, Andreas, et al.
Publicado: (2025)
por: Stegmeir, Andreas, et al.
Publicado: (2025)
Demonstration of a tandem lens for producing shaped laser-ionized plasmas for plasma wakefield acceleration
por: Ariniello, R., et al.
Publicado: (2025)
por: Ariniello, R., et al.
Publicado: (2025)
Dust-acoustic wave electrostatic and self-gravitational potentials in an opposite polarity dusty plasma system
por: Mannan, Abdul, et al.
Publicado: (2020)
por: Mannan, Abdul, et al.
Publicado: (2020)
Data efficiency and long term prediction capabilities for neural operator surrogate models of core and edge plasma codes
por: Carey, N., et al.
Publicado: (2024)
por: Carey, N., et al.
Publicado: (2024)
Laser diagnostics for negative ion source optimization: insights from SPIDER at the ITER Neutral Beam Test Facility
por: Agnello, R., et al.
Publicado: (2025)
por: Agnello, R., et al.
Publicado: (2025)
Multiscale autonomous forecasting of plasma systems' dynamics using neural networks
por: Faraji, Farbod, et al.
Publicado: (2025)
por: Faraji, Farbod, et al.
Publicado: (2025)
Optical modelling of shaped laser pulses in plasma
por: Andriyash, Igor A., et al.
Publicado: (2026)
por: Andriyash, Igor A., et al.
Publicado: (2026)
NAS-PINNv2: Improved neural architecture search framework for physics-informed neural networks in low-temperature plasma simulation
por: Wang, Yifan, et al.
Publicado: (2025)
por: Wang, Yifan, et al.
Publicado: (2025)
A new quasilinear model for turbulent momentum transport in tokamaks with flow shear and plasma shaping
por: Sun, Haomin, et al.
Publicado: (2023)
por: Sun, Haomin, et al.
Publicado: (2023)
Longitudinal shaping of plasma waveguides using diffractive axicons for laser wakefield acceleration
por: Tripathi, N., et al.
Publicado: (2025)
por: Tripathi, N., et al.
Publicado: (2025)
Sustained interpenetrating plasma flows for the investigation of late time kinetic instability evolution
por: Sutcliffe, G. D., et al.
Publicado: (2026)
por: Sutcliffe, G. D., et al.
Publicado: (2026)
The high-density regime of dusty plasma: Coulomb plasma
por: Avinash, K., et al.
Publicado: (2024)
por: Avinash, K., et al.
Publicado: (2024)
Resonant excitation of plasma waves in a plasma channel
por: Ross, Aimee J., et al.
Publicado: (2023)
por: Ross, Aimee J., et al.
Publicado: (2023)
Spatially modulated plasma profile for turbulence and instabilities mitigation in fusion plasma
por: Shesterikov, Ilya
Publicado: (2024)
por: Shesterikov, Ilya
Publicado: (2024)
Emission spectroscopy of an atmospheric pressure plasma
por: José Asenjo-Castillo
Publicado: (2016)
por: José Asenjo-Castillo
Publicado: (2016)
Spatiotemporal plasma hologram
por: Wu, Zhaohui, et al.
Publicado: (2025)
por: Wu, Zhaohui, et al.
Publicado: (2025)
Ejemplares similares
-
Real-time virtual circuits for plasma shape control via neural network surrogates: dynamic validation in closed-loop simulations
por: Pentland, K., et al.
Publicado: (2026) -
Real-Time Applicability of Emulated Virtual Circuits for Tokamak Plasma Shape Control
por: Cavestany, Pedro, et al.
Publicado: (2025) -
The FreeGSNKE Pulse Design Tool (FPDT): a computational framework for evolutive plasma scenario and control design
por: Pentland, K., et al.
Publicado: (2026) -
Emulation Techniques for Scenario and Classical Control Design of Tokamak Plasmas
por: Agnello, A., et al.
Publicado: (2024) -
Validation of the static forward Grad-Shafranov equilibrium solvers in FreeGSNKE and Fiesta using EFIT++ reconstructions from MAST-U
por: Pentland, K., et al.
Publicado: (2024)