3–6 Oct 2022
Southern Methodist University
America/Chicago timezone

Detection for Core-collapse Supernova and Fast Data Preprocessing

5 Oct 2022, 16:30
5m
Southern Methodist University

Southern Methodist University

Speaker

Andy Chen (National Yang Ming Chiao Tung University (NYCU))

Description

We want to use the WaveNet model for the detection of the gravitational wave signals from Core-collapse supernovas. The model is trained by the 3-D simulated core-collapse supernova waveforms injected into the background of Advanced LIGO detectors. The goal is to increase the efficiency of the model training and the hyperparameter tuning.

Primary author

Andy Chen (National Yang Ming Chiao Tung University (NYCU))

Presentation materials