261 citations
- Culham Centre for Fusion EnergyGB292 papers
- Max Planck Institute for Plasma PhysicsDE70 papers
- University of OxfordGB70 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR64 papers
- CEA CadaracheFR60 papers
- United Kingdom Atomic Energy AuthorityGB58 papers
- University of YorkGB50 papers
- Imperial College LondonGB40 papers
- University of WarwickGB38 papers
- Centre National de la Recherche ScientifiqueFR29 papers
- École Polytechnique Fédérale de LausanneCH29 papers
- Chalmers University of TechnologySE26 papers
412 papers
Challenges and opportunities for AI to help deliver fusion energy
Adriano Agnello, Helen Brooks, Cyd Cowley +5
There is great potential for the application of AI tools in fusion research, and substantial worldwide benefit if fusion power is realised. However, using AI comes with its own cha…
Efficient dataset construction using active learning and uncertainty-aware neural networks for plasma turbulent transport surrogate models
Aaron Ho, Lorenzo Zanisi, Bram de Leeuw +3
This work demonstrates a proof-of-principle for using uncertainty-aware architectures, in combination with active learning techniques and an in-the-loop physics simulation code as…
Bayesian Inference General Procedures for A Single-subject Test Study
Jie Li, Gary Green, Sarah J. A. Carr +2
Abnormality detection in identifying a single-subject which deviates from the majority of a control group dataset is a fundamental problem. Typically, the control group is characte…
Increased accuracy and signal-to-noise ratio through recent improvements in Infra-Red Video Bolometer fabrication and calibration
Fabio Federici, Jack J. Lovell, G. A. Wurden +2
The Infra-Red Video Bolometer (IRVB) is a diagnostic equipped with an infra-red camera that measures the total radiated power in thousands of LOSs within a large field of view (FOV…
Neural-Parareal: Dynamically Training Neural Operators as Coarse Solvers for Time-Parallelisation of Fusion MHD Simulations
S. J. P. Pamela, N. Carey, J. Brandstetter +10
The fusion research facility ITER is currently being assembled to demonstrate that fusion can be used for industrial energy production, while several other programmes across the wo…
Suppression of temperature-gradient-driven turbulence by sheared flows in fusion plasmas
P. G. Ivanov, T. Adkins, D. Kennedy +3
Starting from the assumption that saturation of plasma turbulence driven by temperature-gradient instabilities in fusion plasmas is achieved by a local energy cascade between a lon…