5 citations · 5 across the 2 of their papers we have counts for
3 papers
astro-ph.HE2025
Rare Transients in Nearby Galaxies Explain Ultra-high-energy Cosmic Rays
Imre Bartos, Marek Kowalski
The origin of ultra-high-energy cosmic rays remains one of the central open questions in astroparticle physics. Recent measurements reveal anisotropies in arrival directions, a rig…
astro-ph.HE2025
The promise of deep-stacking for neutrino astronomy
Marek Kowalski, Markus Ackermann, Imre Bartos
The detection of high-energy astrophysical neutrinos by IceCube has opened new windows for neutrino astronomy, but their sources remains largely unresolved. We study a methodology…
astro-ph.GA2023★ 5 cited
Machine learning applications for the study of AGN physical properties using photometric observations
Sarah Mechbal, Markus Ackermann, Marek Kowalski
We investigate the physical nature of active galactic nuclei (AGNs) using machine learning (ML) tools. We show that the redshift, , bolometric luminosity, , central…