123 citations · 514 across the 42 of their papers we have counts for
3 papers · 1 filter
Exhaustive Symbolic Regression
Deaglan J. Bartlett, Harry Desmond, Pedro G. Ferreira
Symbolic Regression (SR) algorithms attempt to learn analytic expressions which fit data accurately and in a highly interpretable manner. Conventional SR suffers from two fundament…
Constraints on dark matter annihilation and decay from the large-scale structure of the nearby universe
Deaglan J. Bartlett, Andrija Kostić, Harry Desmond +2
Decaying or annihilating dark matter particles could be detected through gamma-ray emission from the species they decay or annihilate into. This is usually done by modelling the fl…
The scatter in the galaxy-halo connection: a machine learning analysis
Richard Stiskalek, Deaglan J. Bartlett, Harry Desmond +1
We apply machine learning, a powerful method for uncovering complex correlations in high-dimensional data, to the galaxy-halo connection of cosmological hydrodynamical simulations.…