Mitchell K Cavanagh

activity

20202024

most citedMorphological classification of galaxies with deep learning: comparing 3-way and 4-way CNNs

56 citations · 151 across the 7 of their papers we have counts for

collaborators

Showing 2021Show all

2 papers · 1 filter

astro-ph.GA2021★ 29 cited

The evolution of barred galaxies in the EAGLE simulations

Mitchell K. Cavanagh, Kenji Bekki, Brent A. Groves +1

We study the morphologies of 3,964 galaxies and their progenitors with $M_{⋆} > 1 0^{10} M_{⊙}$ in the reference EAGLE hydrodynamical simulation from redshifts $z = 1$ to $z = 0$ , c…

astro-ph.GA2021★ 56 cited

Morphological classification of galaxies with deep learning: comparing 3-way and 4-way CNNs

Mitchell K. Cavanagh, Kenji Bekki, Brent A. Groves

Classifying the morphologies of galaxies is an important step in understanding their physical properties and evolutionary histories. The advent of large-scale surveys has hastened…