activity
20222026
most citedMLGWSC-1: The first Machine Learning Gravitational-Wave Search Mock Data Challenge

65 citations · 132 across the 6 of their papers we have counts for

collaborators

6 papers

gr-qc2026

Advanced Virgo during the LIGO-Virgo-KAGRA fourth observing run

Virgo Collaboration, F Acernese, A Agapito +546

From April 10, 2024 to November 18, 2025 Advanced Virgo participated in the fourth observing run of the network of gravitational-wave detectors, together with Advanced LIGO and KAG…

astro-ph.IM2026

Advanced Virgo Plus for O5 -- Design Report Overview

F. Acernese, A. Agapito, D. Agarwal +578

This document presents an overview of the design, implementation, and expected performance of the Advanced Virgo Plus (AdV+) upgrades in view of the O5 observing run. Following the…

gr-qc2025

Robustness of Sensitivity Evaluations for Gravitational Wave Detection Algorithms

Alexandra E. Koloniari, Lazaros Lazaridis, Christos Paschalidis +1

The discovery of gravitational waves (GWs) from merging compact binaries has transformed modern astrophysics, driving innovation in detection methodologies. Whereas matched-filteri…

gr-qc2024★ 24 cited

New Gravitational Wave Discoveries Enabled by Machine Learning

Alexandra E. Koloniari, Evdokia C. Koursoumpa, Paraskevi Nousi +4

The detection of gravitational waves has revolutionized our understanding of the universe, offering unprecedented insights into its dynamics. A major goal of gravitational wave dat…

gr-qc2022★ 43 cited

Deep Residual Networks for Gravitational Wave Detection

Paraskevi Nousi, Alexandra E. Koloniari, Nikolaos Passalis +3

Traditionally, gravitational waves are detected with techniques such as matched filtering or unmodeled searches based on wavelets. However, in the case of generic black hole binari…

astro-ph.IM2022★ 65 cited

MLGWSC-1: The first Machine Learning Gravitational-Wave Search Mock Data Challenge

Marlin B. Schäfer, Ondřej Zelenka, Alexander H. Nitz +20

We present the results of the first Machine Learning Gravitational-Wave Search Mock Data Challenge (MLGWSC-1). For this challenge, participating groups had to identify gravitationa…