87 citations · 217 across the 9 of their papers we have counts for
3 papers · 2 filters
A multi-wavelength de-blended Herschel view of the statistical properties of dusty star-forming galaxies across cosmic time
L. Wang, W. J. Pearson, W. Cowley +5
We aim to study the statistical properties of dusty star-forming galaxies, such as their number counts, luminosity functions (LF) and dust-obscured star-formation rate density (SFR…
Identifying Galaxy Mergers in Observations and Simulations with Deep Learning
W. J. Pearson, L. Wang, J. W. Trayford +2
Mergers are an important aspect of galaxy formation and evolution. We aim to test whether deep learning techniques can be used to reproduce visual classification of observations, p…
Deep Learning for Galaxy Mergers in the Galaxy Main Sequence
William J. Pearson, Lingyu Wang, James Trayford +2
Starburst galaxies are often found to be the result of galaxy mergers. As a result, galaxy mergers are often believed to lie above the galaxy main sequence: the tight correlation b…