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Galletti, Gianluca
5 publications
ICLRW
2025
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
NeurIPS
2025
GyroSwin: 5d Surrogates for Gyrokinetic Plasma Turbulence Simulations
Fabian Paischer
,
Gianluca Galletti
,
William Hornsby
,
Paul Setinek
,
Lorenzo Zanisi
,
Naomi Carey
,
Stanislas Pamela
,
Johannes Brandstetter
ICLRW
2024
JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework
Artur Toshev
,
Harish Ramachandran
,
Jonas A. Erbesdobler
,
Gianluca Galletti
,
Johannes Brandstetter
,
Nikolaus A. Adams
ICLRW
2023
E($3$) Equivariant Graph Neural Networks for Particle-Based Fluid Mechanics
Artur Toshev
,
Gianluca Galletti
,
Johannes Brandstetter
,
Stefan Adami
,
Nikolaus A. Adams
NeurIPS
2023
LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite
Artur Toshev
,
Gianluca Galletti
,
Fabian Fritz
,
Stefan Adami
,
Nikolaus Adams