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researcher

J. Kaipio

11 papers hereh-index 5310.9k citations299 works total

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

author position
  • first author1
  • middle author3
  • last author6

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • math.OC2
  • physics.comp-ph2
  • physics.med-ph2
  • eess.IV1
  • math.NA1
  • math-ph1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedA Bayesian approach to improving the Born approximation for inverse scattering with high contrast materials

15 citations · 18 across the 4 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

stat.ME2026

Beyond Independence: on Jointly Normal Priors in Bayesian Inversion

Ruanui Nicholson, Matti Niskanen, Oliver J. Maclaren +1

We consider joint inversion for two or more unknown parameters from observational data in the Bayesian framework. Standard approaches often either treat the parameters as independe…

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