Machine Learning Applications in Gravitational Wave Detection to Reduce Noise

Document #:

LIGO-T2000390-v4

Document type:

T - Technical notes

Abstract:

SURF documents for Nadia Dimitrova

Files in Document:

• Final_Report.pdf (1.6 MB)
• Final Presentation Talk - PDF with builds (Dimitrova_LIGO_SURF_FinalPresentation_20200820.pdf, 3.2 MB)

Other Files:

• SURF project proposal (LIGOSURF_Talk_Transcript.docx, 19.7 kB)

Topics:

• Data Analysis
• Data quality / vetoes
• Machine Learning
• Detector Characterization

Authors:

• Nadezhda Dimitrova
• Hang Yu
• Rana Adhikari

Keywords:

SURF20 Machine Learning

Referenced by:

• LIGO-T2000645: Final reports from LIGO SURF program, Summer 2020