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Missing information search with deep learning for mass estimation / Ban, Kayoung (Yonsei U. ; IPAP, Seoul) ; Kang, Dong Woo (Korea Inst. Advanced Study, Seoul ; CERN) ; Kim, Tae-Geun (Yonsei U. ; IPAP, Seoul) ; Park, Seong Chan (Yonsei U. ; IPAP, Seoul) ; Park, Yeji (Yonsei U. ; IPAP, Seoul)
We introduce DeeLeMa, a deep learning-based network for the analysis of energy and momentum in high-energy particle collisions. This novel approach is specifically designed to address the challenge of analyzing collision events with multiple invisible particles, which are prevalent in many high-energy physics experiments. [...]
arXiv:2212.12836; CERN-TH-2022-218; KIAS-P22085.- 2023-11-27 - 7 p. - Published in : Phys. Rev. Res. 5 (2023) 043186 Fulltext: 2212.12836 - PDF; Publication - PDF;

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