3.1k citations · 31.7k across the 137 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
astro-ph.GA2024★ 1 cited
Optimised neural network predictions of galaxy formation histories using semi-stochastic corrections
Jayashree Behera, Rita Tojeiro, Harry George Chittenden
We present a novel methodology to improve predictions of galaxy formation histories by incorporating semi-stochastic corrections to account for short-timescale variability. Our pap…
astro-ph.CO2024★ 2 cited
Evaluating the galaxy formation histories predicted by a neural network in pure dark matter simulations
Harry George Chittenden, Jayashree Behera, Rita Tojeiro
We investigate a series of galaxy properties computed using the merger trees and environmental histories from dark matter only cosmological simulations, using a semi-recurrent neur…