Disentangling Clustering Effects in Jet Algorithms
arXiv:1203.2923
Abstract
Clustering algorithms build jets though the iterative application of single particle and pairwise metrics. This leads to phase space constraints that are extremely complicated beyond the lowest orders in perturbation theory, and in practice they must be implemented numerically. This complication presents a significant barrier to gaining an analytic understanding of the perturbative structure of jet cross sections. We present a novel framework to express the jet algorithm's phase space constraints as a function of clustered groups of particles, which are the possible outcomes of the algorithm. This approach highlights the analytic properties of jet observables, rather than the explicit constraints on individual final state momenta, which can be unwieldy at higher orders. We derive the form of the n-particle phase space constraints for a jet algorithm with any measurement. We provide an expression for the measurement that makes clustering effects manifest and relates them to constraints from clustering at lower orders. The utility of this framework is demonstrated by using it to understand clustering effects for a large class of jet shape observables in the soft/collinear limit. We apply this framework to isolate divergences and analyze the logarithmic structure of the Abelian terms in the soft function, providing the all-orders form of these terms and showing that corrections from clustering start at next-to-leading logarithmic order in the exponent of the cross section.
29 pages, 7 figures. v2: fixed typos in enumerated clustering maps, figure 6
References in corpus (19)
- Successive Combination Jet Algorithm For Hadron Collisions
- Better Jet Clustering Algorithms
- Identifying Boosted Objects with N-subjettiness
- Resummation of non-global QCD observables
- Towards Jetography
- N-Jettiness: An Inclusive Event Shape to Veto Jets
- Boosted objects: a probe of beyond the Standard Model physics
- Jet Substructure at the Tevatron and LHC: New results, new tools, new benchmarks
- Jet Shapes and Jet Algorithms in SCET
- Factorization of e+e- Event Shape Distributions with Hadronic Final States in Soft Collinear Effective Theory
- Non-global logarithms and jet algorithms in high-pT jet shapes
- On QCD resummation with kt clustering
- Jet Substructure Without Trees
- Abelian Non-Global Logarithms from Soft Gluon Clustering
- Non--global logs and clustering impact on jet mass with a jet veto distribution
- Jet mass with a jet veto at two loops and the universality of non-global structure
- Factorization Constraints on Jet Substructure
- Resummation of jet mass with and without a jet veto
- Subtractions for SCET Soft Functions
Cited by in corpus (10)
- Boosted objects and jet substructure at the LHC
- Combining Higher-Order Resummation with Multiple NLO Calculations and Parton Showers in GENEVA
- Factorization and NNLL Resummation for Higgs Production with a Jet Veto
- Factorization and N^3LL_p+NNLO Predictions for the Higgs Cross Section with a Jet Veto
- Resummation of Jet Mass at Hadron Colliders
- Abelian Non-Global Logarithms from Soft Gluon Clustering
- Jet Vetoes Interfering with H->WW
- On the resummation of clustering logarithms for non-global observables
- EFT for Soft Drop Double Differential Cross Section
- A Simple Alternative to Jet-Clustering Algorithms