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researcher

M. Louboutin

14 papers hereh-index 171.1k citations69 works total

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

author position
  • first author4
  • middle author10

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • physics.geo-ph4
  • cs.DC3
  • cs.MS2
  • physics.comp-ph2
  • cs.DM1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedPreconditioned training of normalizing flows for variational inference in inverse problems

20 citations · 44 across the 7 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

2 papers · 1 filter

physics.comp-ph2020★ 4 cited

Scaling through abstractions -- high-performance vectorial wave simulations for seismic inversion with Devito

Mathias Louboutin, Fabio Luporini, Philipp Witte +5

[Devito] is an open-source Python project based on domain-specific language and compiler technology. Driven by the requirements of rapid HPC applications development in exploration…

physics.comp-ph2019★ 9 cited

Neural network augmented wave-equation simulation

Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann

Accurate forward modeling is important for solving inverse problems. An inaccurate wave-equation simulation, as a forward operator, will offset the results obtained via inversion.…

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