DANCE Machine Learning Workshop 2020

Session

Reconstruction and whitepaper

Aug 5, 2020, 8:15 AM

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

19. Holistic Machine Learning Approach to Particle-Flow Reconstruction in Imaging Neutrino Detectors

Francois Drielsma, Francois Drielsma (SLAC)

8/5/20, 8:15 AM

20. Machine Learning at the Edge: Intelligent Data Triage in Real Time

Prof. Audrey Corbeil Therrien (Université de Sherbrooke), Ryan Coffee

8/5/20, 8:45 AM

49. Signal corrections of XENON1T Dark Matter detector

Tianyu Zhu (Columbia University)

8/5/20, 9:25 AM

50. Graph Neural Network for Position Reconstruction

Shixiao Liang (Rice University)

8/5/20, 9:35 AM

51. Convolutional neural network for S2 position reconstruction

Andrii Terliuk (MPIK, Heidelberg / Heidelberg University)

8/5/20, 9:45 AM

22. Machine Learning at SuperCDMS

To Chin Yu

8/5/20, 9:55 AM

23. Energy Reconstruction with Variational Autoencoders in SuperCDMS

Ashley Li (University of British Columbia)

8/5/20, 10:15 AM

41. Room 1: Snowmass planning (cross-collaboration LOI)

8/5/20, 11:00 AM

42. Room 2: Position and energy reconstruction

8/5/20, 11:00 AM

43. Discussion topic 3

47. XENON Summary Talks

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

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"