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researcher

K. Sølna

30 papers hereh-index 303.6k citations201 works total

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

author position
  • middle author5
  • last author25

Across the 30 of 30 papers where every author was matched, so the position is known.

fields
  • math.AP8
  • physics.optics4
  • stat.ML4
  • math-ph3
  • q-fin.PR3
  • math.PR2

identity via Semantic Scholar / OpenAlex

activity
20022026
most citedCoupled paraxial wave equations in random media in the white-noise regime

56 citations · 176 across the 22 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

stat.ML2025

Preconditioned Langevin Dynamics with Score-Based Generative Models for Infinite-Dimensional Linear Bayesian Inverse Problems

Lorenzo Baldassari, Josselin Garnier, Knut Solna +1

Designing algorithms for solving high-dimensional Bayesian inverse problems directly in infinite-dimensional function spaces - where such problems are naturally formulated - is cru…

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