A Neural Network for Locating the Primary Vertex in a Pixel Detector

Details A Neural Network for Locating the Primary Vertex in a Pixel Detector A Neural Network for Locating the Primary Vertex in a Pixel Detector

1994-06-21

arxiv.org/abs/hep-ex/9406003v2

Nucl.Instrum.Meth.A355:582-588,1995

Physics

High Energy Physics

High Energy Physics - Experiment

10 pages in Latex, and now with 9 figures as uufiles, OKHEP-94-11

Scientific paper

10.1016/0168-9002(94)01133-8

Using simulated collider data for $p+p\rightarrow 2{\rm Jets}\ $ interactions in a 2-barrel pixel detector, a neural network is trained to construct the coordinate of the primary vertex to a high degree of accuracy. Three other estimates of this coordinate are also considered and compared to that of the neural network. It is shown that the network can match the best of the traditional estimates.

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