… are paired according to the combination that better reproduces the W masses; finally, the Wand b-jets are recombined to minimise the mass-difference between the two t-…
S Chekanov - The European Physical Journal C-Particles and Fields, 2006 - Springer
… It can be seen that the k-means algorithm leads to a better mass resolution (width) than the … A new jetclusteringalgorithm for the reconstruction of the invariant masses of heavy states …
MH Seymour - Zeitschrift für Physik C Particles and Fields, 1994 - Springer
… b-jets in the final state. We show that the clusteralgorithm has a slight advantage over the cone … We find that all the calorimeter-level algorithms are significantly better than their particle-…
SF Ge - Journal of High Energy Physics, 2015 - Springer
… Abstract: We reveal the direct link between the jetclusteringalgorithms recently proposed by Howard Georgi and parton shower kinematics, providing firm foundation from the …
S Bethke, Z Kunszt, DE Soper, WJ Stirling - Nuclear Physics B, 1992 - Elsevier
… Our motivation was to focus on those algorithms which appear to have a better soft gluon behaviour, which affects the summation of small-y logarithms. We studied the size of the next-to-…
… of using quantum computers to speed up jetclusteringalgorithms. Focusing on the case of … Of course, no matter the degree of structure, we can never do better than the OðNÞ cost to …
… For each configuration of the clusteringalgorithm we expect an IR safe algorithm to present … Recall that, in figure 8, it was seen that spectral clustering achieved better multiplicity than …
… In order to construct our digital quantum jetclusteringalgorithm based on quantum k-means… majority of events, thus scaling better than its kt algorithm benchmark. It is nevertheless clear …
P Wenig, M Höfgen, T Papenbrock - Engineering Proceedings, 2024 - mdpi.com
… JET, an unsupervised, highly efficient clusteringalgorithm for … very fast conventional clustering algorithm to obtain effective … similar K-Medoids algorithms perform much better here. The …