Journal Article

Soft drop

Thaler, Jesse, Marzani, Simone, Larkoski, Andrew J., Soyez, Gregory

2014

Overview

A bstract We introduce a new jet substructure technique called “soft drop declustering”, which recursively removes soft wide-angle radiation from a jet. The soft drop algorithm depends on two parameters — a soft threshold z cut and an angular exponent β — with the β = 0 limit corresponding roughly to the (modified) mass drop procedure. To gain an analytic understanding of soft drop and highlight the β dependence, we perform resummed calculations for three observables on soft-dropped jets: the energy correlation functions, the groomed jet radius, and the energy loss due to soft drop. The β = 0 limit of the energy loss is particularly interesting, since it is not only “Sudakov safe” but also largely insensitive to the value of the strong coupling constant. While our calculations are strictly accurate only to modified leading-logarithmic order, we also include a discussion of higher-order effects such as multiple emissions and (the absence of) non-global logarithms. We compare our analytic results to parton shower simulations and find good agreement, and we also estimate the impact of non-perturbative effects such as hadronization and the underlying event. Finally, we demonstrate how soft drop can be used for tagging boosted W bosons, and we speculate on the potential advantages of using soft drop for pileup mitigation.

• Publisher: Springer Berlin Heidelberg,Springer Nature B.V,Springer
• Subject: Algorithms / Bosons / Classical and Quantum Gravitation / Computer simulation / Constants / Elementary Particles / Gain / High energy physics / High Energy Physics - Phenomenology / Mathematical analysis / Physics / Physics and Astronomy / Quantum Field Theories / Quantum Field Theory / Quantum Physics / Relativity Theory / Showers / String Theory / Substructures