Stanislas Pamela

Joined

October 2022

Names

Stanislas Pamela (Preferred)

Emails

****@ukaea.uk (Confirmed)

Personal Links

Career & Education History

Researcher

UKAEA (culham.org.uk)

2013 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Uncertainty quantification of surrogate models using conformal prediction
Vignesh Gopakumar, Ander Gray, Joel Oskarsson, Lorenzo Zanisi, Daniel Giles, Matt J. Kusner, Stanislas Pamela, Marc Peter Deisenroth
- Machine Learning: Science and Technology
- Readers: Everyone
Data-Efficient Neural Operator Training via Physics-Based Active Learning
Alicja Polanska, Vignesh Gopakumar, Lorenzo Zanisi, Stanislas Pamela
- AI&PDE Poster
- Readers: Everyone
Learning Physical Operators using Neural Operators
Vignesh Gopakumar, Ander Gray, Daniel Giles, Lorenzo Zanisi, Matt J. Kusner, Timo Betcke, Stanislas Pamela, Marc Peter Deisenroth
- AISTATS 2026 Poster
- Readers: Everyone
Physics-Preserving Compression of High-Dimensional Plasma Turbulence Simulations
Gianluca Galletti, Gerald Gutenbrunner, Fabian Paischer, Sandeep Suresh Cranganore, William Hornsby, Naomi Carey, Lorenzo Zanisi, Stanislas Pamela, Johannes Brandstetter
- Submitted to ICLR 2026
- Readers: Everyone
Learning to Compress Plasma Turbulence
Gianluca Galletti, Gerald Gutenbrunner, Fabian Paischer, Sandeep Suresh Cranganore, William Hornsby, Naomi Carey, Lorenzo Zanisi, Stanislas Pamela, Johannes Brandstetter
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations
Fabian Paischer, Gianluca Galletti, William Hornsby, Paul Setinek, Lorenzo Zanisi, Naomi Carey, Stanislas Pamela, Johannes Brandstetter
- NeurIPS 2025 poster
- Readers: Everyone
5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence
Gianluca Galletti, Fabian Paischer, Paul Setinek, William Hornsby, Lorenzo Zanisi, Naomi Carey, Stanislas Pamela, Johannes Brandstetter
- ICLR 2025 Workshop MLMP Oral
- Readers: Everyone
Calibrated Physics-Informed Uncertainty Quantification
Vignesh Gopakumar, Ander Gray, Lorenzo Zanisi, Timothy Nunn, Daniel Giles, Matt Kusner, Stanislas Pamela, Marc Peter Deisenroth
- ICML 2025 poster
- Readers: Everyone
Constraining Gaussian Processes Regression with Quasi-Likelihood Constraint Relaxation
Mikkel B. Lykkegaard, Cyd Cowley, Huy Le Nguyen, Ross Allen, Andrew Corbett, Tim James Dodwell, Chris Bowman, James Buchanan, Stanislas Pamela, Robert Akers
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Calibrated Physics-Informed Uncertainty Quantification
Vignesh Gopakumar, Ander Gray, Daniel Giles, Lorenzo Zanisi, Stanislas Pamela, Matt Kusner, Marc Peter Deisenroth
- Submitted to ICLR 2025
- Readers: Everyone

Co-Authors

View all 28 co-authors