Nonlinear Regression of Technical Noise in LIGO with Machine Learning

Document #:

LIGO-T2000181-v2

Document type:

T - Technical notes

Abstract:

whitepaper describing this idea

intended mainly for people with ML expertise, not necessarily any LIGO noise budgeting experience

Files in Document:

• MLwhitePaper.pdf (1.3 MB)

Topics:

• Detector Characterization
• Machine Learning
• Basic R&D

Authors:

• Rana Adhikari
• Zachary Mark
• Hang Yu

Keywords:

noise regression neural nonlinear ML learning