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researcher

Philipp A. Witte

15 papers hereh-index 15838 citations36 works total

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

author position
  • first author3
  • middle author12

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.DC3
  • physics.geo-ph3
  • cs.LG2
  • cs.MS2
  • physics.comp-ph2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedDevito (v3.1.0): an embedded domain-specific language for finite differences and geophysical exploration

202 citations · 339 across the 14 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

stat.ML2021★ 20 cited

Preconditioned training of normalizing flows for variational inference in inverse problems

Ali Siahkoohi, Gabrio Rizzuti, Mathias Louboutin +2

Obtaining samples from the posterior distribution of inverse problems with expensive forward operators is challenging especially when the unknowns involve the strongly heterogeneou…

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