DANCE Machine Learning Workshop 2020

XENON Summary Talks

Not scheduled

30m

https://lbnl.zoom.us/j/94735075450?pwd=a2U1RGZMODJnZ2xWWnFoc25nbDhuUT09

Reconstruction and whitepaper

Speakers

Andrii Terliuk (MPIK, Heidelberg / Heidelberg University) Shixiao Liang (Rice University) Tianyu Zhu (Columbia University)

Description

1) Tianyu Zhu , "Signal corrections of XENON1T Dark Matter detector"
2) Shixiao Liang, "Graph Neural Network for Position Reconstruction"
3) Andrii Terliuk, "Convolutional neural network for S2 position
reconstruction"

Presentation materials

Terliuk_20200803_XENONnT_S2CNN_reco.pdf

Subcontributions

• Signal corrections of XENON1T Dark Matter detector
• Graph Neural Network for Position Reconstruction
• Convolutional neural network for S2 position reconstruction