2025-11-14 14:53 |
Detailed record - Similar records
|
2025-11-14 14:51 |
[PUBDB-2025-04921]
Preprint
Hayrapetyan, A. ; Makarenko, V. ; Tumasyan, A. ; et al
Identification of tau leptons using a convolutional neural network with domain adaptation
[CERN-EP-2025-233; CMS-TAU-24-001; arXiv:2511.05468]
A tau lepton identification algorithm, DeepTau, based on convolutional neural network techniques, has been developed in the CMS experiment to discriminate reconstructed hadronic decays of tau leptons ($τ_\mathrm{h}$) from quark or gluon jets and electrons and muons that are misreconstructed as $τ_\mathrm{h}$ candidates. The latest version of this algorithm, v2.5, includes domain adaptation by backpropagation, a technique that reduces discrepancies between collision data and simulation in the region with the highest purity of genuine $τ_\mathrm{h}$ candidates. [...]
Restricted: PDF PDF (PDFA); External link: Fulltext
Detailed record - Similar records
|
2025-11-14 14:45 |
[PUBDB-2025-04920]
Preprint
Hayrapetyan, A. ; Makarenko, V. ; Tumasyan, A. ; et al
Characterizing the initial state and dynamical evolution in XeXe and PbPb collisions using multiparticle cumulants
[CERN-EP-2025-210; CMS-HIN-24-004; arXiv:2510.26766]
For the first time, correlations among mixed-order moments of two or three flow harmonics $-$($v_{n}^{k},v_{m}^{l}$) and ($v_{n}^{k},v_{m}^{l}, v_{p}^{q}$), with $k$, $l$, and $q$ denoting the respective orders$-$are measured in xenon-xenon (XeXe) collisions and compared with lead-lead (PbPb) results, providing a novel probe of collective behavior in heavy ion collisions. These measurements compare a nearly spherical, doubly-magic ${}^{208}$Pb nucleus to a triaxially deformed ${}^{129}$Xe nucleus, emphasizing the sensitivity to dynamic nuclear deformation. [...]
Restricted: PDF PDF (PDFA); External link: Fulltext
Detailed record - Similar records
|
2025-11-14 14:43 |
Detailed record - Similar records
|
2025-11-14 14:40 |
Detailed record - Similar records
|
2025-11-14 10:41 |
Detailed record - Similar records
|
2025-11-14 10:27 |
Detailed record - Similar records
|
2025-11-12 15:33 |
Detailed record - Similar records
|
2025-11-12 15:27 |
Detailed record - Similar records
|
2025-11-12 15:24 |
Detailed record - Similar records
|
|
|