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researcher

J. Sommer

11 papers hereh-index 263k citations80 works total

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

author position
  • middle author9
  • last author1

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • physics.ao-ph4
  • physics.flu-dyn2
same name
  • J. Sommer — 26 papers, h 47
  • J. Sommer — 15 papers
  • J. Sommer — 8 papers, h 27
  • J. Sommer — 1 paper, h 1
  • J. Sommer — 1 paper, h 3
  • J. Sommer — 1 paper, 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

activity
20192023
most citedA posteriori learning for quasi-geostrophic turbulence parametrization

61 citations · 133 across the 11 of their papers we have counts for

collaborators
Showing 2022 · physics.flu-dynShow all

1 paper · 2 filters

physics.flu-dyn2022★ 61 cited

A posteriori learning for quasi-geostrophic turbulence parametrization

Hugo Frezat, Julien Le Sommer, Ronan Fablet +2

The use of machine learning to build subgrid parametrizations for climate models is receiving growing attention. State-of-the-art strategies address the problem as a supervised lea…

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