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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 2014Show all

1 paper · 1 filter

math.PR2014★ 14 cited

On the Convergence of a Non-linear Ensemble Kalman Smoother

El houcine Bergou, Serge Gratton, Jan Mandel

Ensemble methods, such as the ensemble Kalman filter (EnKF), the local ensemble transform Kalman filter (LETKF), and the ensemble Kalman smoother (EnKS) are widely used in sequenti…

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