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researcher

Charlotte Durand

3 papers hereh-index 6111 citations10 works total

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

author position
  • middle author3

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

fields
  • cs.LG1
  • nlin.CD1
  • physics.ao-ph1

identity via Semantic Scholar / OpenAlex

most citedGenerative AI models capture realistic sea-ice evolution from days to decades

1 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024★ 1 cited

Towards diffusion models for large-scale sea-ice modelling

Tobias Sebastian Finn, Charlotte Durand, Alban Farchi +2

We make the first steps towards diffusion models for unconditional generation of multivariate and Arctic-wide sea-ice states. While targeting to reduce the computational costs by d…

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