Matches in SemOpenAlex for { <https://semopenalex.org/work/W4225361446> ?p ?o ?g. }
- W4225361446 endingPage "P07023" @default.
- W4225361446 startingPage "P07023" @default.
- W4225361446 abstract "Abstract A new algorithm is presented to discriminate reconstructed hadronic decays of tau leptons ( τ h ) that originate from genuine tau leptons in the CMS detector against τ h candidates that originate from quark or gluon jets, electrons, or muons. The algorithm inputs information from all reconstructed particles in the vicinity of a τ h candidate and employs a deep neural network with convolutional layers to efficiently process the inputs. This algorithm leads to a significantly improved performance compared with the previously used one. For example, the efficiency for a genuine τ h to pass the discriminator against jets increases by 10–30% for a given efficiency for quark and gluon jets. Furthermore, a more efficient τ h reconstruction is introduced that incorporates additional hadronic decay modes. The superior performance of the new algorithm to discriminate against jets, electrons, and muons and the improved τ h reconstruction method are validated with LHC proton-proton collision data at √ s = 13 TeV." @default.
- W4225361446 created "2022-05-05" @default.
- W4225361446 creator A5000028915 @default.
- W4225361446 creator A5000080083 @default.
- W4225361446 creator A5000105515 @default.
- W4225361446 creator A5000117726 @default.
- W4225361446 creator A5000117777 @default.
- W4225361446 creator A5000166143 @default.
- W4225361446 creator A5000218647 @default.
- W4225361446 creator A5000249500 @default.
- W4225361446 creator A5000273283 @default.
- W4225361446 creator A5000345058 @default.
- W4225361446 creator A5000350881 @default.
- W4225361446 creator A5000381773 @default.
- W4225361446 creator A5000387817 @default.
- W4225361446 creator A5000409992 @default.
- W4225361446 creator A5000458704 @default.
- W4225361446 creator A5000460002 @default.
- W4225361446 creator A5000461029 @default.
- W4225361446 creator A5000474757 @default.
- W4225361446 creator A5000503098 @default.
- W4225361446 creator A5000514470 @default.
- W4225361446 creator A5000528904 @default.
- W4225361446 creator A5000538651 @default.
- W4225361446 creator A5000596772 @default.
- W4225361446 creator A5000669828 @default.
- W4225361446 creator A5000674506 @default.
- W4225361446 creator A5000686743 @default.
- W4225361446 creator A5000694163 @default.
- W4225361446 creator A5000710642 @default.
- W4225361446 creator A5000721235 @default.
- W4225361446 creator A5000857416 @default.
- W4225361446 creator A5000898905 @default.
- W4225361446 creator A5000932668 @default.
- W4225361446 creator A5000947451 @default.
- W4225361446 creator A5000952480 @default.
- W4225361446 creator A5000967452 @default.
- W4225361446 creator A5000985426 @default.
- W4225361446 creator A5000998820 @default.
- W4225361446 creator A5001072752 @default.
- W4225361446 creator A5001160389 @default.
- W4225361446 creator A5001215225 @default.
- W4225361446 creator A5001250146 @default.
- W4225361446 creator A5001262908 @default.
- W4225361446 creator A5001285262 @default.
- W4225361446 creator A5001312477 @default.
- W4225361446 creator A5001323391 @default.
- W4225361446 creator A5001330351 @default.
- W4225361446 creator A5001335564 @default.
- W4225361446 creator A5001460837 @default.
- W4225361446 creator A5001496087 @default.
- W4225361446 creator A5001558226 @default.
- W4225361446 creator A5001611290 @default.
- W4225361446 creator A5001672465 @default.
- W4225361446 creator A5001716740 @default.
- W4225361446 creator A5001744278 @default.
- W4225361446 creator A5001824591 @default.
- W4225361446 creator A5001832065 @default.
- W4225361446 creator A5001901580 @default.
- W4225361446 creator A5001996745 @default.
- W4225361446 creator A5002007974 @default.
- W4225361446 creator A5002047120 @default.
- W4225361446 creator A5002078762 @default.
- W4225361446 creator A5002165729 @default.
- W4225361446 creator A5002177924 @default.
- W4225361446 creator A5002251964 @default.
- W4225361446 creator A5002285153 @default.
- W4225361446 creator A5002319089 @default.
- W4225361446 creator A5002327315 @default.
- W4225361446 creator A5002409840 @default.
- W4225361446 creator A5002432070 @default.
- W4225361446 creator A5002465901 @default.
- W4225361446 creator A5002543305 @default.
- W4225361446 creator A5002710443 @default.
- W4225361446 creator A5002721114 @default.
- W4225361446 creator A5002724944 @default.
- W4225361446 creator A5002730948 @default.
- W4225361446 creator A5002740057 @default.
- W4225361446 creator A5002784242 @default.
- W4225361446 creator A5002895740 @default.
- W4225361446 creator A5002937496 @default.
- W4225361446 creator A5002948842 @default.
- W4225361446 creator A5002996692 @default.
- W4225361446 creator A5003003688 @default.
- W4225361446 creator A5003060477 @default.
- W4225361446 creator A5003101930 @default.
- W4225361446 creator A5003129568 @default.
- W4225361446 creator A5003140793 @default.
- W4225361446 creator A5003223261 @default.
- W4225361446 creator A5003253227 @default.
- W4225361446 creator A5003387405 @default.
- W4225361446 creator A5003407393 @default.
- W4225361446 creator A5003425181 @default.
- W4225361446 creator A5003435833 @default.
- W4225361446 creator A5003454068 @default.
- W4225361446 creator A5003499284 @default.
- W4225361446 creator A5003654144 @default.
- W4225361446 creator A5003667400 @default.