60 citations · 263 across the 10 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
astro-ph.GA2015★ 49 cited
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…
astro-ph.GA2015★ 60 cited
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…