315 citations · 1.2k across the 17 of their papers we have counts for
3 papers · 2 filters
Mapping the Diversity of Galaxy Spectra with Deep Unsupervised Machine Learning
Hossen Teimoorinia, Finn Archinuk, Joanna Woo +2
Modern spectroscopic surveys of galaxies such as MaNGA consist of millions of diverse spectra covering different regions of thousands of galaxies. We propose and implement a deep u…
Interacting galaxies in the IllustrisTNG simulations -- III: (the rarity of) quenching in post-merger galaxies
Salvatore Quai, Maan H. Hani, Sara L. Ellison +2
Galaxy mergers are traditionally one of the favoured mechanisms for quenching star formation. To test this paradigm in the context of modern cosmological simulations, we use the Il…
The Structural Evolution of Isolated Galaxies at Low Redshift in the IllustrisTNG Simulation
Dan Walters, Joanna Woo, Sara L. Ellison +1
We study the structural evolution of isolated star-forming galaxies in the Illustris TNG100-1 hydrodynamical simulation, with a focus on investigating the growth of the central cor…