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Olivier Roustant

34 papers hereh-index 222.7k citations114 works total

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

author position
  • first author5
  • middle author15
  • last author13

Across the 33 of 34 papers where every author was matched, so the position is known.

fields
  • math.ST11
  • stat.ML6
  • math.OC5
  • stat.ME5
  • math.PR2
  • stat.AP2
same name
  • Olivier Roustant — 2 papers

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
20082025
most citedAdditive Kernels for Gaussian Process Modeling

13 citations · 40 across the 25 of their papers we have counts for

collaborators
Showing stat.APShow all

2 papers · 1 filter

stat.AP2025

Simulation of extreme functionals in meteoceanic data: Application to surge evolution over tidal cycles

Nathan Gorse, Olivier Roustant, Jérémy Rohmer +1

We investigate the influence of time-varying meteoceanic conditions on coastal flooding under the prism of rare events. Focusing on conditions observed over half tidal cycles, we o…

stat.AP2015

Universal Prediction Distribution for Surrogate Models

Malek Ben Salem, Olivier Roustant, Fabrice Gamboa +1

The use of surrogate models instead of computationally expensive simulation codes is very convenient in engineering. Roughly speaking, there are two kinds of surrogate models: the…

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