Recursive Soft Drop

Dreyer, Frédéric A.; Necib, Lina; Soyez, Gregory; Thaler, Jesse

doi:10.1007/jhep06(2018)093

Title: Recursive Soft Drop

Journal Article · Wed Jun 20 00:00:00 EDT 2018 · Journal of High Energy Physics (Online)

DOI:https://doi.org/10.1007/jhep06(2018)093· OSTI ID:1499467

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^[2]; Soyez, Gregory ^[3];

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Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States). Center for Theoretical Physics
California Inst. of Technology (CalTech), Pasadena, CA (United States). Walter Burke Inst. for Theoretical Physics
Commissariat a l'Energie Atomique et aux Energies Alternatives (CEA), Saclay (France). Institut de Physique Théorique

We introduce a new jet substructure technique called Recursive Soft Drop, which generalizes the Soft Drop algorithm to have multiple grooming layers. Like the original Soft Drop method, this new recursive variant traverses a jet clustering tree to remove soft wide-angle contamination. By enforcing the Soft Drop condition N times, Recursive Soft Drop improves the jet mass resolution for boosted hadronic objects like W bosons, top quarks, and Higgs bosons. We further show that this improvement in mass resolution persists when including the effects of pileup, up to large pileup multiplicities. In the limit that N goes to infinity, the resulting groomed jets formally have zero catchment area. As an alternative approach, we present a bottom-up version of Recursive Soft Drop which, in its local form, is similar to Recursive Soft Drop and which, in its global form, can be used to perform event-wide grooming.

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Research Organization:: California Institute of Technology (CalTech), Pasadena, CA (United States); Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)

Sponsoring Organization:: USDOE Office of Science (SC), High Energy Physics (HEP)

Grant/Contract Number:: SC0011632; SC0012567

OSTI ID:: 1499467

Journal Information:: Journal of High Energy Physics (Online), Vol. 2018, Issue 6; ISSN 1029-8479

Publisher:: Springer BerlinCopyright Statement

Country of Publication:: United States

Language:: English

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Cited by: 32 works

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