Machine learning for lock loss analysis

Document #:

LIGO-G1700902-v1

Document type:

G - Presentations (eg Graphics)

Abstract:

Description of attempt to use machine learning to figure out why we lose lock.

Files in Document:

• GWADW2017-mlll-G1700902.pdf (891.4 kB)

Topics:

• Detector Characterization
• State Control and Monitoring
• Sensing and Control

Authors:

• Jameson Graef Rollins

Keywords:

machine-learning lockloss

Associated with Events:

GWADW 2017 held from 07 May 2017 to 12 May 2017 in Hamilton Island, Australia