Gianluca Galletti

According to our database, Gianluca Galletti authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Stabilizing Test-Time Adaptation of High-Dimensional Simulation Surrogates via D-Optimal Statistics.

Anna Zimmel, Paul Setinek, Gianluca Galletti, Johannes Brandstetter, Werner Zellinger

CoRR, February, 2026

2025

Towards Multi-Fidelity Scaling Laws of Neural Surrogates in CFD.

Paul Setinek, Gianluca Galletti, Johannes Brandstetter

CoRR, November, 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

CoRR, October, 2025

SIMSHIFT: A Benchmark for Adapting Neural Surrogates to Distribution Shifts.

Paul Setinek, Gianluca Galletti, Thomas Gross, Dominik Schnürer, Johannes Brandstetter, Werner Zellinger

CoRR, June, 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

CoRR, February, 2025

2024

JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework.

Artur P. Toshev, Harish Ramachandran, Jonas A. Erbesdobler, Gianluca Galletti, Johannes Brandstetter, Nikolaus A. Adams

CoRR, 2024

2023

E(3) Equivariant Graph Neural Networks for Particle-Based Fluid Mechanics.

Artur P. Toshev, Gianluca Galletti, Johannes Brandstetter, Stefan Adami, Nikolaus A. Adams

CoRR, 2023

LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite.

Artur P. Toshev, Gianluca Galletti, Fabian Fritz, Stefan Adami, Nikolaus A. Adams

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

Learning Lagrangian Fluid Mechanics with E(3)-Equivariant Graph Neural Networks.

Artur P. Toshev, Gianluca Galletti, Johannes Brandstetter, Stefan Adami, Nikolaus A. Adams

Proceedings of the Geometric Science of Information - 6th International Conference, 2021