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Найдены 4 публикации
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Статья
Kazeev N., Derkach D., Ratnikov F. et al. Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 2019.
Добавлено: 11 июля 2019
Статья
Kazeev N., Derkach D., Ratnikov F. et al. Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 2019.
Добавлено: 11 февраля 2019
Статья
Hushchyn M., Chekalina V. Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 2018. P. 1-2.

One of the most challenging data analysis tasks of modern High Energy Physics experiments is the identification of particles. In this proceedings we review the new approaches used for particle identification at the LHCb experiment. Machine-Learning based techniques are used to identify the species of charged and neutral particles using several observables obtained by the LHCb sub-detectors. We show the performances of various solutions based on Neural Network and Boosted Decision Tree models.

Добавлено: 30 октября 2018
Статья
Antonioli M. A., Boiarinov S., Bonneau P. et al. Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 2013. Vol. 732. P. 99-102.
Добавлено: 29 декабря 2017