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A Deep Neural Network for Simultaneous Estimation of b Jet Energy and Resolution

CMS Collaboration; Sirunyan, A. M.; DUBE, SOURABH; KANSAL, B.; KAPOOR, A.; KOTHEKAR, K.; PANDEY, S.; RANE, A.; RASTOGI, A.; SHARMA, SEEMA et al. (Springer Nature, 2020-10)

We describe a method to obtain point and dispersion estimates for the energies of jets arising from b quarks produced in proton–proton collisions at an energy of s√=13TeV at the CERN LHC. The algorithm is trained on a large ...

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