Filip Morawski

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Convolutional Neural Network

Unsupervised Learning

Restricted Boltzmann Machine

Top Venues

Mach. Learn. Sci. Technol.

Nat. Comput. Sci.

Publications

Alberto Iess, Elena Cuoco, Filip Morawski, Constantina Nicolaou, Ofer Lahav
LSTM and CNN application for core-collapse supernova search in gravitational wave real data. CoRR (2023)
Elena Cuoco, Barbara Patricelli, Alberto Iess, Filip Morawski
Computational challenges for multimodal astrophysics. Nat. Comput. Sci. 2 (8) (2022)
Andrei Utina, Francesco Marangio, Filip Morawski, Alberto Iess, Tania Regimbau, Giuseppe Fiameni, Elena Cuoco
Deep learning searches for gravitational wave stochastic backgrounds. CBMI (2021)
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
Enhancing gravitational-wave science with machine learning. Mach. Learn. Sci. Technol. 2 (1) (2021)
Filip Morawski, Michal Bejger, Elena Cuoco, Luigia Petre
Anomaly detection in gravitational waves data using convolutional autoencoders. Mach. Learn. Sci. Technol. 2 (4) (2021)
Alberto Iess, Elena Cuoco, Filip Morawski, Jade Powell
Core-Collapse Supernova Gravitational-Wave Search and Deep Learning Classification. CoRR (2020)
Filip Morawski, Michal Bejger, Pawel Ciecielag
Convolutional neural network classifier for the output of the time-domain $\mathcal{F}$-statistic all-sky search for continuous gravitational waves. Mach. Learn. Sci. Technol. 1 (2) (2020)
Alberto Iess, Elena Cuoco, Filip Morawski, Jade Powell
Core-Collapse supernova gravitational-wave search and deep learning classification. Mach. Learn. Sci. Technol. 1 (2) (2020)