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20222026
most citedMulti-scale data reconstruction of turbulent rotating flows with Gappy POD, Extended POD and Generative Adversarial Networks

37 citations · 37 across the 11 of their papers we have counts for

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2 papers · 1 filter

physics.ao-ph2025

Super-resolution of satellite-derived SST data via Generative Adversarial Networks

Claudia Fanelli, Tiany Li, Luca Biferale +4

In this work, we address the super-resolution problem of satellite-derived sea surface temperature (SST) using deep generative models. Although standard gap-filling techniques are…

physics.flu-dyn2025

Deterministic diffusion models for Lagrangian turbulence: robustness and encoding of extreme events

Tianyi Li, Flavio Tuteri, Michele Buzzicotti +2

Modeling Lagrangian turbulence remains a fundamental challenge due to its multiscale, intermittent, and non-Gaussian nature. Recent advances in data-driven diffusion models have en…