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20242026
most citedArtifact Reduction in 3D and 4D Cone-beam Computed Tomography Images with Deep Learning -- A Review

27 citations · 27 across the 6 of their papers we have counts for

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astro-ph.GA2026

Optimization of Deep Learning Models for Radio Galaxy Classification

Philipp Denzel, Manuel Weiss, Elena Gavagnin +1

Modern radio telescope surveys, capable of detecting billions of galaxies in wide-field surveys, have made manual morphological classification impracticable. This applies in partic…

astro-ph.GA2025

Galactic Alchemy: Deep Learning Map-to-Map Translation in Hydrodynamical Simulations

Philipp Denzel, Yann Billeter, Frank-Peter Schilling +1

We present the first systematic study of multi-domain map-to-map translation in galaxy formation simulations, leveraging deep generative models to predict diverse galactic properti…