2 papers
gr-qc2025
Large-kernel Convolutional Neural Networks for Wide Parameter-Space Searches of Continuous Gravitational Waves
Prasanna Mohan Joshi, Reinhard Prix
The sensitivity of wide-parameter-space searches for continuous gravitational waves (CWs) is limited by their high computational cost. Deep learning is being studied as an alternat…
gr-qc2024
Improved binary black hole searches through better discrimination against noise transients
Sunil Choudhary, Sukanta Bose, Sanjeev Dhurandhar +1
Short-duration noise transients in LIGO and Virgo detectors significantly affect the search sensitivity of compact binary coalescence (CBC) signals, especially in the high mass reg…