Information Field Theory for Two Applications in Astroparticle Physics

Information field theory (IFT) provides a powerful framework for reconstructing continuous fields from noisy and sparse data. Based on Bayesian statistics, IFT allows for the approximation of posterior distributions over field-like parameter spaces in high-dimensional problems. In this contribution,...

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Bibliographic Details
Main Authors: Martin Erdmann, Frederik Krieger, Alex Reuzki, Josina Schulte, Michael Smolka, Maximilian Straub
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Particles
Subjects:
Online Access:https://www.mdpi.com/2571-712X/8/2/39
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