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researcher

D. Coumou

3 papers hereh-index 5418.3k citations173 works total

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

author position
  • last author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph2
  • cs.LG1
same name
  • D. Coumou — 1 paper, h 1
  • D. Coumou — 1 paper, h 7

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
20232026
most citedArtificial Intelligence for Prediction of Climate Extremes: State of the art, challenges and future perspectives

4 citations · 6 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2026

Xaurora: Generative Weather Forecasting with Denoising Stochastic Interpolants from a Foundation Model Prior

Eliot Walt, Miltiadis Kofinas, Nikolaj Mücke +2

Deep learning has revolutionised weather forecasting in recent years, especially through atmospheric foundation models, which offer competitive skill for a fraction of the computat…

physics.ao-ph2025★ 2 cited

Observed circulation trends in boreal summer linked to two spatially distinct teleconnection patterns

Tamara Happé, Chiem van Straaten, Raed Hamed +2

Various regions in the Northern Hemispheric midlatitudes have seen pronounced trends in upper-atmosphere summer circulation and surface temperature extremes over recent decades (si…

physics.ao-ph2023★ 4 cited

Artificial Intelligence for Prediction of Climate Extremes: State of the art, challenges and future perspectives

Stefano Materia, Lluís Palma García, Chiem van Straaten +7

Scientific and technological advances in numerical modelling have improved the quality of climate predictions over recent decades, but predictive skill remains limited in many aspe…

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