Filip Morawski

According to our database, Filip Morawski authored at least 7 papers between 2020 and 2023.

Collaborative distances:

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

2023

LSTM and CNN application for core-collapse supernova search in gravitational wave real data.

Alberto Iess, Elena Cuoco, Filip Morawski, Constantina Nicolaou, Ofer Lahav

CoRR, 2023

2022

Computational challenges for multimodal astrophysics.

Elena Cuoco, Barbara Patricelli, Alberto Iess, Filip Morawski

Nat. Comput. Sci., 2022

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

Deep learning searches for gravitational wave stochastic backgrounds.

Andrei Utina, Francesco Marangio, Filip Morawski, Alberto Iess, Tania Regimbau, Giuseppe Fiameni, Elena Cuoco

Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 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

Core-Collapse supernova gravitational-wave search and deep learning classification.

Alberto Iess, Elena Cuoco, Filip Morawski, Jade Powell

Mach. Learn. Sci. Technol., 2020