1.2k citations · 5.9k across the 39 of their papers we have counts for
3 papers · 1 filter
Machine Learning and Cosmological Simulations I: Semi-Analytical Models
Harshil M. Kamdar, Matthew J. Turk, Robert J. Brunner
We present a new exploratory framework to model galaxy formation and evolution in a hierarchical universe by using machine learning (ML). Our motivations are two-fold: (1) presenti…
Machine Learning and Cosmological Simulations II: Hydrodynamical Simulations
Harshil M. Kamdar, Matthew J. Turk, Robert J. Brunner
We extend a machine learning (ML) framework presented previously to model galaxy formation and evolution in a hierarchical universe using N-body + hydrodynamical simulations. In th…
The Formation of Submillimetre-Bright Galaxies from Gas Infall over a Billion Years
Desika Narayanan, Matthew Turk, Robert Feldmann +7
Submillimetre-luminous galaxies at high-redshift are the most luminous, heavily star-forming galaxies in the Universe, and are characterised by prodigious emission in the far-infra…