2 papers
astro-ph.CO2025
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…
astro-ph.CO2025
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…