Speaker
Chia-Jui Chou
(National Yang Ming Chiao Tung University)
Description
DeepClean is the technique using deep learning to clean the environmental noises in the gravitational wave strain data. The signals from the witness censors recording the environmental noises are used to produce the noises coupled to the strain data. After training the DeepClean model, the online cleaning in low latency is conducted by the Inference-as-a-Service model. The plans of implementing the online DeepClean in LIGO and KAGRA for the coming O4 observation will be introduced.
Primary author
Chia-Jui Chou
(National Yang Ming Chiao Tung University)
