132 citations · 157 across the 7 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
astro-ph.GA2024★ 6 cited
Determining the time before or after a galaxy merger event
W. J. Pearson, V. Rodriguez-Gomez, S. Kruk +1
Aims. This work aims to reproduce the time before or after a merger event of merging galaxies from the IllustrisTNG cosmological simulation using machine learning. Methods. Images…
astro-ph.GA2024★ 17 cited
Galaxy merger challenge: A comparison study between machine learning-based detection methods
B. Margalef-Bentabol, L. Wang, A. La Marca +14
Various galaxy merger detection methods have been applied to diverse datasets. However, it is difficult to understand how they compare. We aim to benchmark the relative performance…