2 citations · 3 across the 3 of their papers we have counts for
3 papers
Joint Multiband Photometry with crowdsource
Jayashree Behera, Edward F. Schlafly, Aaron M. Meisner +1
We present a new multiband extension to the crowdsource photometric pipeline, enabling simultaneous fitting across multiple imaging bands in crowded fields. The core idea is that m…
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…
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…