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D. Heredia

3 papers hereh-index 587 citations9 works total

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author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • math.PR1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2026

Gradient-enhanced global sensitivity analysis with Poincar{é} chaos expansions

O Roustant, N Lüthen, David Heredia +1

Spectral methods, also known as chaos expansions, are widely used in global sensitivity analysis (GSA), as they leverage orthogonal bases of L2 spaces to efficiently compute Sobol'…

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