Deep learning level-3 electron trigger for CLAS12

Deep learning level-3 electron trigger for CLAS12

Fast, efficient and accurate triggers are a critical requirement for modern high energy physics experiments given the increasingly large quantities of data that they produce. The CEBAF Large Acceptance Spectrometer (CLAS12) employs a highly efficient electron trigger to filter the amount of recorded...

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Bibliographic Details
Main Authors: Gavalian, G. (Author), Ireland, D.G (Author), McKinnon, B. (Author), Tyson, R. (Author)
Format: Article
Language:English
Published: Elsevier B.V. 2023
Subjects:
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AI
Convolutional neural networks
Data reduction
Deep learning
Digital storage
Electron identification
Electron triggers
Electrons
Hadron physics
High energy physics experiments
Large acceptance spectrometers
Learning algorithms
Learning levels
Learning systems
Low purity
Luminance
Machine learning
Machine-learning
Particle physic trigger
Particle physics triggers
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