Speakers
Chuangye Song
(Tsinghua University in Beijing)
Shaohong Gu
(Tsinghua University in Beijing)
Description
At TTX, we try to use machine learning to give the virtual detection of the beam spot. The prediction of beam spot is difficult when the dimension becomes larger. We try to use PCA to make it smaller and use Neural networks to predict it. However, the weight of different dimension varies widely. We predict them parallel and get good results with easy neural networks.
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Primary author
Shaohong Gu
(Tsinghua University in Beijing)
Co-authors
Chuangye Song
(Tsinghua University in Beijing)
Wenhui Huang
(Tsinghua University in Beijing)
