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researcher

L. Gaultier

6 papers hereh-index 13986 citations51 works total

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

author position
  • middle author6

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph2
  • stat.ML2
  • cs.LG1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedLearning Latent Dynamics for Partially-Observed Chaotic Systems

39 citations · 53 across the 6 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

physics.ao-ph2025

Neural ocean forecasting from sparse satellite-derived observations: a case-study for SSH dynamics and altimetry data

Daria Botvynko, Pierre Haslée, Lucile Gaultier +5

We present an end-to-end deep learning framework for short-term forecasting of global sea surface dynamics based on sparse satellite altimetry data. Building on two state-of-the-ar…

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