34 citations · 34 across the 1 of their papers we have counts for
2 papers
astro-ph.CO2020★ 34 cited
ECoPANN: A Framework for Estimating Cosmological Parameters using Artificial Neural Networks
Guo-Jian Wang, Si-Yao Li, Jun-Qing Xia
In this work, we present a new method to estimate cosmological parameters accurately based on the artificial neural network (ANN), and a code called ECoPANN (Estimating Cosmologica…
astro-ph.CO2019
Reconstructing Functions and Estimating Parameters with Artificial Neural Networks: A Test with the Hubble Parameter and SNe Ia
Guo-Jian Wang, Xiao-Jiao Ma, Si-Yao Li +1
In this work, we propose a new nonparametric approach for reconstructing a function from observational data using an Artificial Neural Network (ANN), which has no assumptions about…