activity
20242026
most citedMachine Learning Classification of Young Stellar Objects and Evolved Stars in the Magellanic Clouds Using the Probabilistic Random Forest Classifier

2 citations · 2 across the 10 of their papers we have counts for

collaborators

10 papers

astro-ph.GA2026

Dust in the very metal-poor galaxy Sextans A with JWST. I: Characterizing the evolved stellar population of Sextans A based on JWST observations and stellar evolution models

C. Gavetti, F. Dell'Agli, E. Tarantino +22

The nearby star-forming dwarf galaxy Sextans A offers a unique window into galaxy evolution in the early Universe, owing to its extremely low metallicity (about 1-7% Zsun). Recent…

astro-ph.SR2026

Ages and masses of asymptotic giant branch stars from the period--luminosity diagram

Iain McDonald

A method of determining ages and masses of asymptotic giant branch (AGB) stars between 0.8 and 6 M is demonstrated, based on comparing the star's position in the peri…

astro-ph.GA2026

The Isaac Newton Telescope Monitoring Survey of Local Group Dwarf Galaxies-VIII. A Census of Long-Period Variable Stars across the Andromeda Dwarf Satellite System

Hedieh Abdollahi, Atefeh Javadi, Jacco Th. van Loon +6

We present a comprehensive catalog, in the Sloan and Harris filters, of long-period variable (LPV) stars in the spheroidal dwarf satellites of the Andromeda galaxy, based o…

astro-ph.GA2025

Metallicity Effects on Machine Learning Classification of Dusty Stellar Sources in the Magellanic Clouds

Sepideh Ghaziasgar, Mahdi Abdollahi, Atefeh Javadi +4

Differences in metallicity between the Large Magellanic Cloud (LMC) and the Small Magellanic Cloud (SMC) offer an opportunity to examine whether environmental metallicity affects t…

astro-ph.GA2025

Comparison of Photometric and Spectroscopic Labels in Classifying Dusty Stellar Sources Using Machine Learning in the Magellanic Clouds

Sepideh Ghaziasgar, Mahdi Abdollahi, Atefeh Javadi +4

Dusty stellar sources, including young stellar objects (YSOs) and evolved stars such as oxygen- and carbon-rich AGBs (OAGBs, CAGBs), red supergiants (RSGs), and post-AGB stars (PAG…

astro-ph.GA2025

Long-period variable stars in NGC 147 and NGC 185-II. Their dust production

Hamidreza Mahani, Atefeh Javadi, Jacco van Loon +6

This study presents a comparative analysis of mass-loss and dust-production rates in the dwarf galaxies NGC 147 and NGC 185, focusing on long-period variables (LPVs) and pulsating…

astro-ph.GA2025

The Isaac Newton Telescope Monitoring Survey of Local Group Dwarf Galaxies. VII. Long-Period Variable Stars in the Nearest Starburst Dwarf Galaxy, IC 10

Mahtab Gholami, Atefeh Javadi, Hamidreza Mahani +7

To identify long-period variable (LPV) stars in IC10 - the nearest starburst galaxy of the Local Group (LG) - we conducted an optical monitoring survey using the 2.5-m Isaac Newton…

astro-ph.GA2025

Dusty stellar sources classification by implementing machine learning methods based on spectroscopic observations in the Magellanic Clouds

Sepideh Ghaziasgar, Mahdi Abdollahi, Atefeh Javadi +7

Dusty stellar point sources are a significant stage in stellar evolution and contribute to the metal enrichment of galaxies. These objects can be classified using photometric and s…

astro-ph.GA2025★ 2 cited

Machine Learning Classification of Young Stellar Objects and Evolved Stars in the Magellanic Clouds Using the Probabilistic Random Forest Classifier

Sepideh Ghaziasgar, Mahdi Abdollahi, Atefeh Javadi +4

The Magellanic Clouds (MCs) are excellent locations to study stellar dust emission and its contribution to galaxy evolution. Through spectral and photometric classification, MCs ca…

astro-ph.GA2024

Detection of the Long Period Variable Stars of And II Dwarf Satellite galaxy

Hedieh Abdollahi, Atefeh Javadi, Jacco Th. van Loon +5

We conducted an extensive study of the spheroidal dwarf satellite galaxies around the Andromeda galaxy to produce an extensive catalog of LPV stars. The optical monitoring project…