Stanislas Pamela

According to our database, Stanislas Pamela authored at least 12 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Neural-Parareal: Self-improving acceleration of fusion MHD simulations using time-parallelisation and neural operators.

Stanislas Pamela, N. Carey, J. Brandstetter, Rob J. Akers, Lorenzo Zanisi, James Buchanan, Vignesh Gopakumar, Matthias Hoelzl, Guido Huijsmans, Kamran Pentland, James Tickner, G. Antonucci

Comput. Phys. Commun., 2025

2024

FAIR-MAST: A fusion device data management system.

Samuel Jackson, Saiful Khan, Nathan Cummings, James Hodson, Shaun De Witt, Stanislas Pamela, Rob J. Akers, Jeyan Thiyagalingam

SoftwareX, 2024

Uncertainty Quantification of Pre-Trained and Fine-Tuned Surrogate Models using Conformal Prediction.

Vignesh Gopakumar, Ander Gray, Joel Oskarsson, Lorenzo Zanisi, Stanislas Pamela, Daniel Giles, Matt Kusner, Marc Peter Deisenroth

CoRR, 2024

Inverse Rendering of Fusion Plasmas: Inferring Plasma Composition from Imaging Systems.

Ekin Öztürk, Rob J. Akers, Stanislas Pamela, MAST Team, Pieter Peers, Abhijeet Ghosh

CoRR, 2024

Valid Error Bars for Neural Weather Models using Conformal Prediction.

Vignesh Gopakumar, Joel Oskarrson, Ander Gray, Lorenzo Zanisi, Stanislas Pamela, Daniel Giles, Matt Kusner, Marc Peter Deisenroth

CoRR, 2024

2023

Plasma Surrogate Modelling using Fourier Neural Operators.

Vignesh Gopakumar, Stanislas Pamela, Lorenzo Zanisi, Zongyi Li, Ander Gray, Daniel Brennand, Nitesh Bhatia, Gregory Stathopoulos, Matt Kusner, Marc Peter Deisenroth, Anima Anandkumar, JOREK Team, MAST Team

CoRR, 2023

Fourier-RNNs for Modelling Noisy Physics Data.

Vignesh Gopakumar, Stanislas Pamela, Lorenzo Zanisi

CoRR, 2023

Stabilized bi-cubic Hermite Bézier finite element method with application to gas-plasma interactions occurring during massive material injection in tokamaks.

Ashish Bhole, Boniface Nkonga, José Tarcísio Costa, Guido Huijsmans, Stanislas Pamela, Matthias Hoelzl

Comput. Math. Appl., 2023

2022

A generalised formulation of G-continuous Bezier elements applied to non-linear MHD simulations.

Stanislas Pamela, G. T. A. Huijsmans, Matthias Hoelzl, JOREK Team

J. Comput. Phys., 2022

Treatment of polar grid singularities in the bi-cubic Hermite-Bézier approximations: Isoparametric finite element framework.

Ashish Bhole, Boniface Nkonga, Stanislas Pamela, Guido Huijsmans, Matthias Hoelzl

J. Comput. Phys., 2022

Loss Landscape Engineering via Data Regulation on PINNs.

Vignesh Gopakumar, Stanislas Pamela, Debasmita Samaddar

CoRR, 2022

2019

A wall-aligned grid generator for non-linear simulations of MHD instabilities in tokamak plasmas.

Stanislas Pamela, Guido Huijsmans, A. J. Thornton, Andrew Kirk, S. F. Smith, Matthias Hoelzl, T. Eich

Comput. Phys. Commun., 2019