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Papers matching “high-dimensional Bayesian inference” 4

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Bayesian galactic cartography via Gaussian processes: dark matter and interstellar gas : towards a new era of data-driven high-dimensional modelling in astrophysics
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Stellar, planetary, and galactic studies Open access

Laurin Söding

0

citations
Information Field Theory for Two Applications in Astroparticle Physics
2025 Particles article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

Martin Erdmann, Frederik Krieger, Alex Reuzki, Josina Schulte, Michael N. Smolka, Maximilian Straub

0

citations
Euclid preparation
2026 Astronomy and Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access

G Cañas-Herrera, Lisa W. K. Goh, L Blot, Marco Bonici, S. Camera, V. F. Cardone, +94 more

5

citations
Reconstructing Electric Current Densities of Extensive Air Showers with Information Field Theory
2026 International Workshop on Acoustic and Radio EeV Neutrino Detection Activities (ARENA) conference-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

Maximilian Straub, Martin Erdmann, Stefanie Girod

0

citations

4 results