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20242026
most citedNeural-Parareal: Dynamically Training Neural Operators as Coarse Solvers for Time-Parallelisation of Fusion MHD Simulations

6 citations · 7 across the 6 of their papers we have counts for

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physics.plasm-ph2026

A Shortcut to Statistically Steady-State Turbulence with Flow Matching

Gianluca Galletti, Gerald Gutenbrunner, William Hornsby +5

Many nonlinear physical systems exhibit an initial transient phase in which perturbations grow before nonlinear interactions lead to a statistically steady state. While this satura…

physics.plasm-ph2026

Physics-Informed Neural Compression of High-Dimensional Plasma Data

Gianluca Galletti, Gerald Gutenbrunner, Sandeep S. Cranganore +6

High-fidelity scientific simulations are now producing unprecedented amounts of data, creating a storage and analysis bottleneck. A single simulation can generate tremendous data v…