3.1k citations · 31.7k across the 137 of their papers we have counts for
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astro-ph.GA2021★ 4 cited
Applying unsupervised learning to resolve evolutionary histories and explore the galaxy-halo connection in IllustrisTNG
Tristan Sohrab Fraser, Rita Tojeiro, Harry Chittenden
We examine the effectiveness of identifying distinct evolutionary histories in IllustrisTNG-100 galaxies using unsupervised machine learning with Gaussian Mixture Models. We focus…
astro-ph.GA2021★ 51 cited
SDSS-IV MaNGA: 3D spin alignment of spiral and S0 galaxies
Katarina Kraljic, Christopher Duckworth, Rita Tojeiro +5
We investigate the 3D spin alignment of galaxies with respect to the large-scale filaments using the MaNGA survey. The cosmic web is reconstructed from the Sloan Digital Sky Survey…