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