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Lorenzo Zanisi

Data scientist, UK atomic energy authority

1 paper at NeurIPS 2025

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Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations

#2312 · Fabian Paischer, Gianluca Galletti, William Hornsby, Paul Setinek, Lorenzo Zanisi, Naomi Carey, Stanislas Pamela, Johannes Brandstetter

We propose GyroSwin, a 5D Swin Transformer to learn a 5D PDE commonly encountered in Gyrokinetics to simulate turbulence in a nuclear fusion reactor.