Michal Bejger

According to our database, Michal Bejger authored at least 8 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

APRIL: auxiliary physically-redundant information in loss - a physics-informed framework for parameter estimation with a gravitational-wave case study.

Matteo Scialpi, Francesco Di Clemente, Leigh Smith, Michal Bejger

Mach. Learn. Sci. Technol., 2026

2025

Explainable autoencoder for neutron star dense matter parameter estimation.

Francesco Di Clemente, Matteo Scialpi, Michal Bejger

Mach. Learn. Sci. Technol., 2025

2023

Denoising gravitational-wave signals from binary black holes with a dilated convolutional autoencoder.

Philippe Bacon, Agata Trovato, Michal Bejger

Mach. Learn. Sci. Technol., September, 2023

2021

Anomaly detection in gravitational waves data using convolutional autoencoders.

Filip Morawski, Michal Bejger, Elena Cuoco, Luigia Petre

Mach. Learn. Sci. Technol., 2021

Enhancing gravitational-wave science with machine learning.

Elena Cuoco, Jade Powell, Marco Cavaglià, Kendall Ackley, Michal Bejger, Chayan Chatterjee, Michael Coughlin, Scott Coughlin, Paul Easter, Reed Essick, Hunter Gabbard, Timothy Gebhard, Shaon Ghosh, Leïla Haegel, Alberto Iess, David Keitel, Zsuzsa Márka, Szabolcs Márka, Filip Morawski, Tri Nguyen, Rich Ormiston, Michael Pürrer, Massimiliano Razzano, Kai Staats, Gabriele Vajente, Daniel Williams

Mach. Learn. Sci. Technol., 2021

The effect of floating-point precision on narrow-band all-sky continuous gravitational-wave search algorithm.

M. F. Nagy-Egri, Michal Bejger

Astron. Comput., 2021

2020

Convolutional neural network classifier for the output of the time-domain $\mathcal{F}$-statistic all-sky search for continuous gravitational waves.

Filip Morawski, Michal Bejger, Pawel Ciecielag

Mach. Learn. Sci. Technol., 2020

2015

Architecture, implementation and parallelization of the software to search for periodic gravitational wave signals.

Gevorg Poghosyan, Sanchit Matta, Achim Streit, Michal Bejger, Andrzej Królak

Comput. Phys. Commun., 2015