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physics.data-an2019★ 36 cited
A deep neural network for simultaneous estimation of b jet energy and resolution
CMS Collaboration
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 13 Te…
physics.data-an2003★ 170 cited
Reconstruction of electrons with the Gaussian-sum filter in the CMS tracker at LHC
W. Adam, R. Frühwirth, A. Strandlie +1
The bremsstrahlung energy loss distribution of electrons propagating in matter is highly non Gaussian. Because the Kalman filter relies solely on Gaussian probability density funct…