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F. Gatti

2 papers hereh-index 13608 citations35 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • physics.flu-dyn1
same name
  • F. Gatti — 20 papers, h 36
  • F. Gatti — 6 papers, h 4
  • F. Gatti — 5 papers, h 9
  • F. Gatti — 4 papers, h 37
  • F. Gatti — 4 papers
  • F. Gatti — 3 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedAutoregressive regularized score-based diffusion models for multi-scenarios fluid flow prediction

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

physics.flu-dyn2026

Divergence-Free Diffusion Models for Incompressible Fluid Flows

Wilfried Genuist, Éric Savin, Filippo Gatti +1

Generative diffusion models are extensively used in unsupervised and self-supervised machine learning with the aim to generate new samples from a probability distribution estimated…

cs.LG2025★ 1 cited

Autoregressive regularized score-based diffusion models for multi-scenarios fluid flow prediction

Wilfried Genuist, Éric Savin, Filippo Gatti +1

Building on recent advances in scientific machine learning and generative modeling for computational fluid dynamics, we propose a conditional score-based diffusion model designed f…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.