53 citations · 61 across the 7 of their papers we have counts for
7 papers
Machine Learning-Based Classification of Active Galaxies and Estimation of Supermassive Black Hole Masses
Farideh Mazoochi, Reihaneh Karimi, Mohammad Hossein Zhoolideh Haghighi +1
Distinguishing active galaxies from star-forming galaxies is essential for understanding galaxy evolution. Diagnostic methods like the BPT (Baldwin, Phillips, and Terlevich) diagra…
Cosmology in generalized hybrid metric-Palatini with matter-geometry coupling
Reza Jalali, Shahab Shahidi, Mohammad Hossein Zhoolideh Haghighi
Cosmological implications of a class of hybrid metric-Palatini gravity with a non-minimal matter-geometry coupling is considered. The theory contains a metric curvature tensor, tog…
Machine Learning for Exoplanet Detection: A Comparative Analysis Using Kepler Data
Reihaneh Karimi, Mahdiyar Mousavi-Sadr, Mohammad H. Zhoolideh Haghighi +1
The discovery of exoplanets has expanded our understanding of planetary systems and opened new avenues for astronomical research. In this study, we present a machine learning (ML)…
Deep learning-based identification of precipitation clouds from all-sky camera data for observatory safety
Mohammad H. Zhoolideh Haghighi, Alireza Ghasrimanesh, Habib Khosroshahi
For monitoring the night sky conditions, wide-angle all-sky cameras are used in most astronomical observatories to monitor the sky cloudiness. In this manuscript, we apply a deep-l…
Analyzing Astronomical Data with Machine Learning Techniques
Mohammad H. Zhoolideh Haghighi
Classification is a popular task in the field of Machine Learning (ML) and Artificial Intelligence (AI), and it happens when outputs are categorical variables. There are a wide var…
Phase transition in Modified Newtonian Dynamics (MONDian) self-gravitating systems
Mohammad H. Zhoolideh Haghighi, Sohrab Rahvar, M Reza Rahimi Tabar
We study the statistical mechanics of binary systems under gravitational interaction of the Modified Newtonian Dynamics (MOND) in three-dimensional space. Considering the binary sy…
Square Kilometre Array Science Data Challenge 1: analysis and results
A. Bonaldi, T. An, M. Bruggen +42
As the largest radio telescope in the world, the Square Kilometre Array (SKA) will lead the next generation of radio astronomy. The feats of engineering required to construct the t…