4 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…