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researcher

Olivier Roustant

2 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
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

most citedA Radar-Shaped Statistic for Testing and Visualizing Uniformity Properties in Computer Experiments

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

collaborators

2 papers

cs.LG2008★ 1 cited

A Radar-Shaped Statistic for Testing and Visualizing Uniformity Properties in Computer Experiments

Jessica Franco, Laurent Carraro, Olivier Roustant +1

In the study of computer codes, filling space as uniformly as possible is important to describe the complexity of the investigated phenomenon. However, this property is not conserv…

stat.ME2008

Calculations of Sobol indices for the Gaussian process metamodel

Amandine Marrel, Bertrand Iooss, Beatrice Laurent +1

Global sensitivity analysis of complex numerical models can be performed by calculating variance-based importance measures of the input variables, such as the Sobol indices. Howeve…

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