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researcher

Matteo Guardiani

10 papers hereh-index 443 citations16 works total

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

author position
  • first author2
  • middle author8

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

fields
  • astro-ph.IM6
  • astro-ph.CO1
  • astro-ph.GA1
  • astro-ph.HE1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedRe-Envisioning Numerical Information Field Theory (NIFTy.re): A Library for Gaussian Processes and Variational Inference

26 citations · 45 across the 8 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

astro-ph.IM2025

The Universal Bayesian Imaging Kit

Torsten Enßlin, Vincent Eberle, Matteo Guardiani +1

Bayesian imaging of astrophysical measurement data shares universal properties across the electromagnetic spectrum: it requires probabilistic descriptions of possible images and sp…

astro-ph.IM2025★ 1 cited

Latent-space Field Tension for Astrophysical Component Detection An application to X-ray imaging

Matteo Guardiani, Vincent Eberle, Margret Westerkamp +3

Modern observatories are designed to deliver increasingly detailed views of astrophysical signals. To fully realize the potential of these observations, principled data-analysis me…

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