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researcher

S. Gratton

23 papers hereh-index 303.3k citations187 works total

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

author position
  • first author12
  • middle author8
  • last author2

Across the 22 of 23 papers where every author was matched, so the position is known.

fields
  • math.NA9
  • math.OC7
  • cs.LG4
  • math.PR1
  • physics.ao-ph1
  • physics.data-an1
same name
  • S. Gratton — 100 papers, h 74
  • S. Gratton — 28 papers, h 13
  • S. Gratton — 13 papers, h 9
  • S. Gratton — 6 papers
  • S. Gratton — 2 papers
  • S. Gratton — 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
20102023
most citedLatent Space Data Assimilation by using Deep Learning

68 citations · 169 across the 22 of their papers we have counts for

collaborators
Showing 2013Show all

2 papers · 1 filter

physics.data-an2013★ 18 cited

Variational Assimilation for Xenon Dynamical Forecasts in Neutronic using Advanced Background Error Covariance Matrix

Angélique Ponçot, Jean-Philippe Argaud, Bertrand Bouriquet +3

Data assimilation method consists in combining all available pieces of information about a system to obtain optimal estimates of initial states. The different sources of informatio…

physics.ao-ph2013★ 27 cited

4DVAR by ensemble Kalman smoother

Jan Mandel, Elhoucine Bergou, Serge Gratton

We propose to use the ensemble Kalman smoother (EnKS) as linear least squares solver in the Gauss-Newton method for the large nonlinear least squares in incremental 4DVAR. The ense…

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