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researcher

Romain Hérault

5 papers hereh-index 5349 citations9 works total

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

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.LG1
  • eess.IV1
  • physics.geo-ph1
  • stat.ML1
same name
  • Romain Hérault — 1 paper

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
20172020
most citedInversion using a new low-dimensional representation of complex binary geological media based on a deep neural network

271 citations · 281 across the 4 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2017★ 271 cited

Inversion using a new low-dimensional representation of complex binary geological media based on a deep neural network

Eric Laloy, Romain Hérault, John Lee +2

Efficient and high-fidelity prior sampling and inversion for complex geological media is still a largely unsolved challenge. Here, we use a deep neural network of the variational a…

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