Cargando…

Search for H->WW Based on Boosted Decision Trees

The search for H->WW with ATLAS detector based on Boosted Decision Trees has been reported. Boosted Decision Trees (BDT) multivariate pattern recognition technique is employed to improve the Higgs detection efficiency and sensitivity. The early discovery for the SM Higgs through the W-pair lepton...

Descripción completa

Detalles Bibliográficos
Autor principal: Yang, H
Lenguaje:eng
Publicado: 2008
Materias:
XX
Acceso en línea:http://cds.cern.ch/record/1093183
_version_ 1780913833236234240
author Yang, H
author_facet Yang, H
author_sort Yang, H
collection CERN
description The search for H->WW with ATLAS detector based on Boosted Decision Trees has been reported. Boosted Decision Trees (BDT) multivariate pattern recognition technique is employed to improve the Higgs detection efficiency and sensitivity. The early discovery for the SM Higgs through the W-pair leptonic decay mode could be achieved by using the first few fb^{-1} integrated luminosity if Higgs boson mass is between 140 and 180 GeV. If Higgs mass is around 160-170 GeV, a 5 sigma detection significance can be achieved with less than 1 fb^{-1} integrated luminosity in H->WW production.
id cern-1093183
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2008
record_format invenio
spelling cern-10931832019-09-30T06:29:59Zhttp://cds.cern.ch/record/1093183engYang, HSearch for H->WW Based on Boosted Decision TreesXXThe search for H->WW with ATLAS detector based on Boosted Decision Trees has been reported. Boosted Decision Trees (BDT) multivariate pattern recognition technique is employed to improve the Higgs detection efficiency and sensitivity. The early discovery for the SM Higgs through the W-pair leptonic decay mode could be achieved by using the first few fb^{-1} integrated luminosity if Higgs boson mass is between 140 and 180 GeV. If Higgs mass is around 160-170 GeV, a 5 sigma detection significance can be achieved with less than 1 fb^{-1} integrated luminosity in H->WW production.ATL-SLIDE-2008-020CERN-ATL-SLIDE-2008-020oai:cds.cern.ch:10931832008-01-11
spellingShingle XX
Yang, H
Search for H->WW Based on Boosted Decision Trees
title Search for H->WW Based on Boosted Decision Trees
title_full Search for H->WW Based on Boosted Decision Trees
title_fullStr Search for H->WW Based on Boosted Decision Trees
title_full_unstemmed Search for H->WW Based on Boosted Decision Trees
title_short Search for H->WW Based on Boosted Decision Trees
title_sort search for h->ww based on boosted decision trees
topic XX
url http://cds.cern.ch/record/1093183
work_keys_str_mv AT yangh searchforhwwbasedonboosteddecisiontrees