
Название: Artificial Intelligence for High Energy Physics
Автор: Editors Paolo Calafiura, David Rousseau, Kazuhiro Terao
Издательство: World Scientific Publishing
Год: 2022
Страниц: 829
Размер: 66.29 МБ
Формат: PDF
Язык: English
The Higgs boson discovery at the Large Hadron Collider in 2012 relied on boosted decision trees. Since then, high energy physics (HEP) has applied modern machine learning (ML) techniques to all stages of the data analysis pipeline, from raw data processing to statistical analysis.