Workshop on Detecting Anomalous GW Signals

Saturday 29 Mar 2025, 13:00 → 16:00 Asia/Taipei

SC427

Chia-Jui Chou (National Yang Ming Chiao Tung University)

Following the NSF HDR ML Challenge and the hackathon event: https://indico.cern.ch/event/1485146/overview, we hold this special workshop inviting the winners of the challenge on the detection of Gravitational Wave anomalies to share their methods of training and testing the model.

In this workshop, we would like to explore more on how to use machine learning techniques on searching the unknown gravitational wave signals and contribute to the Multi-Messenger Astronomy.

Zoom: https://us06web.zoom.us/j/5940136971?pwd=u2qy9ak1qiDw63pjlgiTXU65ayh0sE.1&omn=81823547395

13:00 → 13:20 Introduction to GW Data

13:20 → 14:00 Introduction to Model: easonyan123

14:00 → 14:40 Introduction to Model: 20iterations

14:40 → 15:00 Break

15:00 → 16:00 Application of Machine Learning on the Search of Burst Signal and Multi-Messenger Astronomy