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Detecting and diagnosing terrestrial gravitational-wave mimics through feature learning

https://doi.org/10.1103/PhysRevD.107.062006

Colgan, Robert E. ; Márka, Zsuzsa ; Yan, Jingkai ; Bartos, Imre ; Wright, John N. ; Márka, Szabolcs ( March 2023 , Physical Review D)

Free, publicly-accessible full text available March 1, 2024
Architectural optimization and feature learning for high-dimensional time series datasets

https://doi.org/10.1103/PhysRevD.107.022009

Colgan, Robert E. ; Yan, Jingkai ; Márka, Zsuzsa ; Bartos, Imre ; Márka, Szabolcs ; Wright, John N. ( January 2023 , Physical Review D)

Free, publicly-accessible full text available January 1, 2024
Generalized approach to matched filtering using neural networks

https://doi.org/10.1103/PhysRevD.105.043006

Yan, Jingkai ; Avagyan, Mariam ; Colgan, Robert E. ; Veske, Doğa ; Bartos, Imre ; Wright, John ; Márka, Zsuzsa ; Márka, Szabolcs ( February 2022 , Physical Review D)

Full Text Available
Efficient gravitational-wave glitch identification from environmental data through machine learning

https://doi.org/10.1103/PhysRevD.101.102003

Colgan, Robert E. ; Corley, K. Rainer ; Lau, Yenson ; Bartos, Imre ; Wright, John N. ; Márka, Zsuzsa ; Márka, Szabolcs ( May 2020 , Physical Review D)

Full Text Available