Publications
Over the past three years, I’ve had the opportunity to participate in several research projects and publish some of the results. Here are a few highlights of my research.
- Authors: Mateusz Kapusta
- Journal: ICML 2025: Machine Learning for Astrophysics workshop Link
Fast and reliable real-time inference for astronomical data? Now possible with Simulation-Based Inference.
Categories:
Machine Learning
Astrophysics
- Authors: Mateusz Kapusta, Przemysław Mróz, OGLE and KMTNet collaborations.
- Journal: Astronomy & Astrophysics Link
Are free-floating planets really free-floating or bound on wider orbits?
Categories:
Astrophysics
- Authors: Mateusz Kapusta, Przemek Mróz
- Journal: Acta Astronomica Link
Are there any black holes that are dormant (no X-ray signature) and reside in ellipsoidal binaries? Spoiler: probably not.
Categories:
Astrophysics