IrisML - Neural Posterior Estimation for Spectral Energy Distribution fitting

M.Kapusta

ICML 2025: Machine Learning for Astrophysics (2025)

[arXiv:2510.26964]

Distortion of a relativistic jet echoing a magnetic flux eruption

K.Nalewajko, M.Kapusta, B.Ripperda, A.Philippov

ApJ, Volume 1003 Number 2 (2026)

[arXiv:2604.25996] [doi:10.3847/1538-4357/ae6653]

HST pre-imaging of a free-floating planet candidate microlensing event

M.Kapusta, P.Mroz, et al.

A&A, 706, A110 (2026)

[arXiv:2507.01109] [doi:10.1051/0004-6361/202555863]

Chaotic magnetic disconnections trigger flux eruptions in accretion flows channeled onto magnetically saturated Kerr black holes

K.Nalewajko, M.Kapusta, A.Janiuk

A&A, 692, A37 (2024)

[arXiv:2410.08280] [doi:10.1051/0004-6361/202450490]

Microlensing Optical Depth and Event Rate toward the Large Magellanic Cloud Based on 20 yr of OGLE Observations

P.Mroz, A.Udalski, M.Szymanski, M.Kapusta, et al.

AJ Supplement Series, Volume 273, Number 1 (2024)

[arXiv:2403.02398] [doi:10.3847/1538-4365/ad452e]

Search for dormant black holes in the OGLE data

M.Kapusta, P.Mroz

Acta Astronomica, Vol. 73, No. 3 (2023)

[arXiv:2401.11293] [doi:10.32023/0001-5237/73.3.1]