activity
20172020
most citedDeep learning predictions of galaxy merger stage and the importance of observational realism

117 citations · 386 across the 5 of their papers we have counts for

collaborators

5 papers

astro-ph.GA2020104 cited

Spatially resolved star formation and fuelling in galaxy interactions

Jorge Moreno, Paul Torrey, Sara L. Ellison +8

We investigate the spatial structure and evolution of star formation and the interstellar medium (ISM) in interacting galaxies. We use an extensive suite of parsec-scale galaxy mer…

astro-ph.GA2019117 cited

Deep learning predictions of galaxy merger stage and the importance of observational realism

Connor Bottrell, Maan H. Hani, Hossen Teimoorinia +7

Machine learning is becoming a popular tool to quantify galaxy morphologies and identify mergers. However, this technique relies on using an appropriate set of training data to be…

astro-ph.GA201954 cited

Bulge plus disc and Sérsic decomposition catalogues for 16,908 galaxies in the SDSS Stripe 82 co-adds: A detailed study of the structural measurements

Connor Bottrell, Luc Simard, J. Trevor Mendel +1

Quantitative characterization of galaxy morphology is vital in enabling comparison of observations to predictions from galaxy formation theory. However, without significant overlap…

astro-ph.GA201970 cited

What shapes a galaxy? - Unraveling the role of mass, environment and star formation in forming galactic structure

Asa F. L. Bluck, Connor Bottrell, Hossen Teimoorinia +9

We investigate the dependence of galaxy structure on a variety of galactic and environmental parameters for ~500,000 galaxies at z<0.2, taken from the Sloan Digital Sky Survey data…

astro-ph.GA201741 cited

Galaxies in the Illustris simulation as seen by the Sloan Digital Sky Survey - I: Bulge+disc decompositions, methods, and biases

Connor Bottrell, Paul Torrey, Luc Simard +1

We present an image-based method for comparing the structural properties of galaxies produced in hydrodynamical simulations to real galaxies in the Sloan Digital Sky Survey. The ke…