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Stanislas Pamela

2 accepted papers

2025

Calibrated Physics-Informed Uncertainty Quantification

ICML 2025poster

Simulating complex physical systems is crucial for understanding and predicting phenomena across diverse fields, such as fluid dynamics and heat transfer, as well as plasma physics and structural mechanics. Traditional approaches rely on solving partial differential equations (PDEs) using numerical…

Cited by 0SourcePDFScholar
2025

GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations

NeurIPS 2025poster

Nuclear fusion plays a pivotal role in the quest for reliable and sustainable energy production. A major roadblock to viable fusion power is understanding plasma turbulence, which significantly impairs plasma confinement, and is vital for next generation reactor design. Plasma turbulence is governed…

Cited by 0SourceScholar