Speaker
Prof.
Hideki Okawa
(高能所)
Description
The reconstruction of hadronically decaying particles such as top quarks and Higgs bosons from their decay components is a complex problem which limits the sensitivity of many analyses including Higgs boson measurements and BSM searches. A novel approach to this problem, utilizing Symmetry Preserving Attention Networks (SPANet), has been previously studied for all-hadronic $t\bar{t}$ decays. In this talk, we present new features implemented in the algorithm as well as its extended application to semi-leptonic final states. Its potential impact on $ttH(\rightarrow b\bar{b}$) and $t\bar{t}$-related analyses will be shown.
| You are | non-PhD student |
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Primary authors
Alexander Shmakov
(University of California, Irvine)
Prof.
Hideki Okawa
(高能所)
Daniel Whiteson
(University of California, Irvine)
Ko-Yang Hsiao
(National Tsing Hua University)
Michael James Fenton
(University of California, Irvine)
Pierre Baldi
(University of California, Irvine)
Shih-Chieh Hsu
(University of Washington)
Yuji Li
(Fudan University)
