On this page you can find my research publications. During my career I was active in different fields, hence I divided it into categories. One cross † denotes the poster, while double cross denotes an oral presentation.

ML/AI

  1. † Mateusz Kapusta “Iris-ML: Neural Posterior Estimation for the Spectral Energy Distribution fitting.” poster at ML in PL 2024 machine learning conference (November 2024, Warsaw).

Observational Astrophysics

  1. M. Kapusta et al. “HST pre-imaging of the free-floating planet candidate microlensing event”, soon to be submitted to A&A
  2. P. Mróz, A. Udalski, M. Szymański, M. Kapusta, et al. “Microlensing Optical Depth and Event Rate toward the Large Magellanic Cloud Based on 20 yr of OGLE Observations” ApJS, 273, 4 (2024) [arXiv]
  3. M. Kapusta, P. Mróz. “The search for Dormant Black Holes in the OGLE data” Acta Astron., 73, 197 (2023) [arXiv]

Theoretical Astrophysics

  1. ‡ M. Kapusta et al. “3D geometry and magnetic connections of erupting black hole jet” contributed talk at the Les Houches conference “Feeling the pull and the pulse of relativistic magnetospheres” (April 2025, Les Houches)
  2. ‡ M. Kapusta et al. “Extreme resolution GRMHD simulations of Astrophysical jets”, presentation at 10th Symposium for Young Researchers, presentation awarded with distinctions (September 2024, Warsaw)
  3. K. Nalewajko, M. Kapusta, A. Janiuk “Chaotic Magnetic Disconnections Trigger Flux Eruptions in Accretion Flows Channeled onto Magnetically Saturated Kerr Black Holes” A&A 692, A37 (2024) [arXiv]