S. Pamela

Accelerating Machine Learning Research in Fusion Through a Pydantic‑Centred Human‑in‑the‑Loop Architecture

Matthew Field, Samuel Jackson, Abdullah Saleem, Joshua Blake et autres

gb (code pays fourni par la source)

Accelerating Machine Learning Research in Fusion Through a Pydantic‑Centred Human‑in‑the‑Loop Architecture

Matthew Field, Samuel Jackson, Abdullah Saleem, Joshua Blake et autres

gb (code pays fourni par la source)

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics

Tobia Boschi, A. Loreti, N. C. Amorisco, Rodrigo Ordóñez-Hurtado et autres

ie, gb (code pays fourni par la source)

Advances in 3D transient plasma dynamics and control through MHD and hybrid fluid-kinetic simulations with JOREK

Matthias Hölzl, N. Schwarz, Guido Huijsmans, F J Artola et autres

de, cn, us, it, ch, gb, fr, es, nl, in, se (code pays fourni par la source)

Uncertainty quantification of surrogate models using conformal prediction

Vignesh Gopakumar, Ander Gray, Joel Oskarsson, Lorenzo Zanisi et autres

gb, fr, se (code pays fourni par la source)

Neural operator surrogate models of plasma edge simulations: feasibility and data efficiency

Nicola Carey, Lorenzo Zanisi, S. Pamela, Vignesh Gopakumar et autres

gb, ca, at (code pays fourni par la source)

An Open Data Service for Supporting Research in Machine Learning on Tokamak Data

Samuel Jackson, Saiful Khan, Nathan Cummings, James Hodson et autres

gb (code pays fourni par la source)

Advanced techniques for fusion data visualisation

Nitesh Bhatia, Samuel Jackson, Nathan Cummings, S. Pamela et autres

gb (code pays fourni par la source)

Visualizing digital twins of fusion power plants using NVIDIA Omniverse

Nitesh Bhatia, S. Pamela, Andrew John Davis, Alejandra N. Gonzalez Beltran et autres

gb (code pays fourni par la source)

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence

Gianluca Galletti, Fabian Paischer, Paul Setinek, W. A. Hornsby et autres

Calibrated Physics-Informed Uncertainty Quantification

Vignesh Gopakumar, Ander Gray, Lorenzo Zanisi, Timothy Nunn et autres

Digital Human Modelling in Fusion Power Plants: An Early Look

Nitesh Bhatia, James Boock, S. Pamela, Andrew John Davis et autres

gb (code pays fourni par la source)