4 papers
Cosmological Constraints on the Phenomenological Interacting Dark Energy Model with Fermi Gamma-Ray Bursts and DESI DR2
Ziyan Zhu, Qingquan Jiang, Yu Liu +2
In this work, we constrain the phenomenological interacting dark energy (IDE) model using \emph{Fermi} gamma-ray burst (GRB) dataset and the latest baryon acoustic oscillation (BAO…
Gamma-Ray Bursts Calibrated by Using Artificial Neural Networks from the Pantheon+ Sample
Zhen Huang, Xin Luo, Bin Zhang +4
In this paper, we calibrate the luminosity relation of gamma-ray bursts (GRBs) by Artificial Neural Networks (ANN) which is employed to analyze the Pantheon+ sample of type Ia supe…
Model-independent Gamma-Ray Bursts Constraints on Cosmological Models Using Machine Learning
Bin Zhang, Huifeng Wang, Xiaodong Nong +3
In this paper, we calibrate the luminosity relation of gamma-ray bursts (GRBs) with the machine learning (ML) algorithms from the Pantheon+ sample of type Ia supernovae in a cosmol…
Constraints on Cosmological Models with Gamma-Ray Bursts in Cosmology-Independent Way
Hanbei Xie, Xiaodong Nong, Huifeng Wang +3
In this paper, we present a cosmology-independent method to constrain cosmological models from the latest 221 gamma-ray bursts (GRBs) sample, including 49 GRBs from Fermi catalog w…