Stanislas Pamela

19 papers A* 1Journal 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning Physical Operators using Neural Operators.
CoRR
Vignesh Gopakumar, Ander Gray, Daniel Giles, Lorenzo Zanisi, Matt J. Kusner, Timo Betcke, Stanislas Pamela, Marc Peter Deisenroth
2026 J jnl
TokaMark: A Comprehensive Benchmark for MAST Tokamak Plasma Models.
CoRR
Cécile Rousseau, Samuel Jackson, Rodrigo Ordonez-Hurtado, Nicola C. Amorisco, Tobia Boschi, George K. Holt, Andrea Loreti, Eszter Székely, Alexander Whittle, Adriano Agnello, Stanislas Pamela, Alessandra Pascale, Robert Akers, Juan Bernabé-Moreno, Sue Thorne, Mykhaylo Zayats
2026 J jnl
TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics.
CoRR
Tobia Boschi, Andrea Loreti, Nicola C. Amorisco, Rodrigo Ordonez-Hurtado, Cécile Rousseau, George K. Holt, Eszter Székely, Alexander Whittle, Samuel Jackson, Adriano Agnello, Stanislas Pamela, Alessandra Pascale, Robert Akers, Juan Bernabé-Moreno, Vassil Alexandrov, Mykhaylo Zayats
2025 J jnl
5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence.
CoRR
Gianluca Galletti, Fabian Paischer, Paul Setinek, William Hornsby, Lorenzo Zanisi, Naomi Carey, Stanislas Pamela, Johannes Brandstetter
2025 A* conf
Calibrated Physics-Informed Uncertainty Quantification.
ICML
Vignesh Gopakumar, Ander Gray, Lorenzo Zanisi, Timothy Nunn, Daniel Giles, Matt J. Kusner, Stanislas Pamela, Marc Peter Deisenroth
2025 J jnl
Calibrated Physics-Informed Uncertainty Quantification.
CoRR
Vignesh Gopakumar, Ander Gray, Lorenzo Zanisi, Timothy Nunn, Stanislas Pamela, Daniel Giles, Matt J. Kusner, Marc Peter Deisenroth
2025 J jnl
GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations.
CoRR
Fabian Paischer, Gianluca Galletti, William Hornsby, Paul Setinek, Lorenzo Zanisi, Naomi Carey, Stanislas Pamela, Johannes Brandstetter
2025 J jnl
Neural-Parareal: Self-improving acceleration of fusion MHD simulations using time-parallelisation and neural operators.
Comput. Phys. Commun.
Stanislas Pamela, Naomi Carey, Johannes Brandstetter, Rob J. Akers, Lorenzo Zanisi, James Buchanan, Vignesh Gopakumar, Matthias Hoelzl, Guido Huijsmans, Kamran Pentland, James Tickner, G. Antonucci
2024 J jnl
FAIR-MAST: A fusion device data management system.
SoftwareX
Samuel Jackson, Saiful Khan, Nathan Cummings, James Hodson, Shaun De Witt, Stanislas Pamela, Rob J. Akers, Jeyan Thiyagalingam
2024 J jnl
Inverse Rendering of Fusion Plasmas: Inferring Plasma Composition from Imaging Systems.
CoRR
Ekin Öztürk, Rob J. Akers, Stanislas Pamela, MAST Team, Pieter Peers, Abhijeet Ghosh
2024 J jnl
Uncertainty Quantification of Pre-Trained and Fine-Tuned Surrogate Models using Conformal Prediction.
CoRR
Vignesh Gopakumar, Ander Gray, Joel Oskarsson, Lorenzo Zanisi, Stanislas Pamela, Daniel Giles, Matt J. Kusner, Marc Peter Deisenroth
2024 J jnl
Valid Error Bars for Neural Weather Models using Conformal Prediction.
CoRR
Vignesh Gopakumar, Joel Oskarrson, Ander Gray, Lorenzo Zanisi, Stanislas Pamela, Daniel Giles, Matt J. Kusner, Marc Peter Deisenroth
2023 J jnl
Fourier-RNNs for Modelling Noisy Physics Data.
CoRR
Vignesh Gopakumar, Stanislas Pamela, Lorenzo Zanisi
2023 J jnl
Plasma Surrogate Modelling using Fourier Neural Operators.
CoRR
Vignesh Gopakumar, Stanislas Pamela, Lorenzo Zanisi, Zongyi Li, Ander Gray, Daniel Brennand, Nitesh Bhatia, Gregory Stathopoulos, Matt J. Kusner, Marc Peter Deisenroth, Anima Anandkumar, JOREK Team, MAST Team
2023 J jnl
Stabilized bi-cubic Hermite Bézier finite element method with application to gas-plasma interactions occurring during massive material injection in tokamaks.
Comput. Math. Appl.
Ashish Bhole, Boniface Nkonga, José Tarcísio Costa, Guido Huijsmans, Stanislas Pamela, Matthias Hoelzl
2022 J jnl
A generalised formulation of G-continuous Bezier elements applied to non-linear MHD simulations.
J. Comput. Phys.
Stanislas Pamela, G. T. A. Huijsmans, Matthias Hoelzl, JOREK Team
2022 J jnl
Loss Landscape Engineering via Data Regulation on PINNs.
CoRR
Vignesh Gopakumar, Stanislas Pamela, Debasmita Samaddar
2022 J jnl
Treatment of polar grid singularities in the bi-cubic Hermite-Bézier approximations: Isoparametric finite element framework.
J. Comput. Phys.
Ashish Bhole, Boniface Nkonga, Stanislas Pamela, Guido Huijsmans, Matthias Hoelzl
2019 J jnl
A wall-aligned grid generator for non-linear simulations of MHD instabilities in tokamak plasmas.
Comput. Phys. Commun.
Stanislas Pamela, Guido Huijsmans, A. J. Thornton, Andrew Kirk, S. F. Smith, Matthias Hoelzl, T. Eich