Name: Machine Learning in Gravitational Wave search: g2net next challenges
Start: 2022-09-28T09:00:00+02:00
End: 2022-09-30T21:00:00+02:00
Location: European Gravitational Observatory

Machine Learning in Gravitational Wave search: g2net next challenges

from Wednesday 28 September 2022 (09:00) to Friday 30 September 2022 (21:00)

Monday 26 September 2022
Tuesday 27 September 2022
Wednesday 28 September 2022

10:00 Welcome coffee and registration
Welcome coffee and registration
10:00 - 11:00
Room: Auditorium
11:00
11:00 - 11:30
Room: Auditorium
Contributions

11:00 Welcome from EGO Director - Stavros Katsanevas

11:15 Welcome from Action Chair - Elena Cuoco
11:30
11:30 - 12:20
Room: Auditorium
Contributions

11:30 Discovering gravitational waves with Machine Learning - Marco Cavaglia
12:20 G2net result presentations
G2net result presentations
12:20 - 13:00
Room: Auditorium
Contributions

12:20 Searches for Mass-Asymmetric Compact Binary Coalescence Events using Neural Networks in the LIGO/Virgo Third Observation Period - Mario Martinez

12:40 Deep Residual Networks for GW Astronomy - Paraskevi Nousi (Aristotle University of Thessaloniki)
13:00 Lunch break
Lunch break
13:00 - 14:15
Room: Auditorium
14:15
14:15 - 15:00
Room: Auditorium
Contributions

14:15 What's happening in AI research? - Michela Paganini (DeepMind)
15:00
15:00 - 16:00
Room: Auditorium
Contributions

15:00 WG3 perspective after 4 years of g2net - Luigia Petre (Åbo Akademi University)

15:30 Pros and Cons of Mobile Sensors - Fabio Bonsignorio
16:00 Coffee break
Coffee break
16:00 - 16:15
Room: Auditorium
16:15
16:15 - 16:55
Room: Auditorium
Contributions

16:15 Robot mobile platform for remote sensing - Grzegorz Nieradka

16:35 Automatic Hierarchical Exploration of Continuous Seismic Signal with Unsupervised Learning - Christopher Zerafa (University of Malta)
16:55

16:55 - 17:15
Room: Auditorium
Thursday 29 September 2022
09:10
09:10 - 10:40
Room: Auditorium
Contributions

09:10 Nonstationary Signals Analysis: New opportunities from the Mathematics of Signal Processing - Antonio Cicone (University of L'Aquila)

09:30 Characterization of LIGO/Virgo selection effects with neural networks - Davide Gerosa (University of Milano-Bicocca)

09:50 ML acceleration of binary neutron star gravitational template generation - Jacopo Tissino (GSSI)

10:10 Gravitational-wave population models with deep learning - Matthew Mould (University of Birmingham)

10:30 Group photo
10:40 Coffee break
Coffee break
10:40 - 11:10
Room: Auditorium
11:10
11:10 - 11:30
Room: Auditorium
Contributions

11:10 Outsourcing astrophysics data analysis to the real experts - Joe Bayley (University of Glasgow)
11:30
11:30 - 13:00
Room: Auditorium
Contributions

11:30 G2Net Gravitational Wave Detection Kaggle Competition Winner talk - Denis Kanonik (Stealth Startup)

12:15 Towards the next generation of transient gravitational wave searches - Melissa Lopez
13:00 Lunch break
Lunch break
13:00 - 14:30
Room: Auditorium
14:30
14:30 - 15:50
Room: Auditorium
Contributions

14:30 Glitch Hunting with Machine Learning - massimiliano razzano

14:50 Learning to detect continuous gravitational waves - Rodrigo Tenorio (University of the Balearic Islands)

15:10 Neural Networks Applications For Core-Collapse Supernovae Searches - Alberto Iess (Scuola Normale Superiore)

15:30 G2net Outreach and Communication Activities - Isabel Cordero
15:50

15:50 - 16:10
Room: Auditorium

16:10 Coffee break
Coffee break
16:10 - 16:30
Room: Auditorium
16:30 Virgo tour
Virgo tour
16:30 - 18:30
Room: Auditorium
Contributions

16:30 The Advanced Virgo detector, a tour preview - francesco di renzo

16:50 Virgo tour
18:30

18:30 - 19:30
Room: Auditorium

19:30 Social Dinner
Social Dinner
19:30 - 21:30
Room: Auditorium
Friday 30 September 2022
09:10
09:10 - 10:10
Room: Auditorium
Contributions

09:10 A surrogate model for IMRIs in presence of dark matter spikes - Teophanes Karydas (University of Amsterdam)

09:30 Machine learning for detection of dark matter spike around black holes through gravitational waves - Alessandro Parisi (Scuola Normale Superiore di Pisa)

09:50 Deep Learning Gravitational-Wave Searches for Cosmic Strings - Quirijn Meijer
10:10

10:10 - 11:00
Room: Auditorium

11:00 Coffee break
Coffee break
11:00 - 11:20
Room: Auditorium

19:00 2022 European Researchers’ Night
2022 European Researchers’ Night
19:00 - 21:00
Room: Auditorium