dc.contributor.author | Stevenson, Thomas James | |
dc.date.accessioned | 2018-07-24T15:11:03Z | |
dc.date.available | 2018-07-24T15:11:03Z | |
dc.date.issued | 2018-06-25 | |
dc.date.submitted | 2018-07-24T15:27:21.073Z | |
dc.identifier.citation | Stevenson, T. J. 2018. Search for di-Higgs production to the b¯bτ +τ − final state using Support Vector Machines with the ATLAS detector at the Large Hadron Collider in pp collisions at √s = 13TeV | en_US |
dc.identifier.uri | http://qmro.qmul.ac.uk/xmlui/handle/123456789/42543 | |
dc.description | PhD thesis | en_US |
dc.description.abstract | This thesis presents a search for resonant and standard model non-resonant
di-Higgs production in theb¯bτ +τ− decay channel, with the semi-leptonic ditau
state. The search uses data collected by the ATLAS experiment at the
LHC of pp-collisions at √s=13 TeV during 2015 and 2016, corresponding
to an instantaneous luminosity of 36:1fb-1. No deviation from the Standard
Model prediction is observed. For the non-resonant standard model di-Higgs
production an upper limit is set on the cross-section compared to the Standard
Model prediction,σ/σSM< 24:44 @ 95%CL. Upper limits are set on the cross-section
times branching ratio for the resonant searches, where the results are
interpreted in terms of constraints on a 2HDM heavy scalar Higgs model and
a Randall-Sundrum Kaluza-Klein graviton model. The use of Support Vector
Machines is investigated and benchmarked against the nominal results of the
Boosted Decision Tree multivariate analysis, in pursuit of potential future
improvements. | en_US |
dc.description.sponsorship | Science and Technology Facilities Council | en_US |
dc.language.iso | en | en_US |
dc.publisher | Queen Mary University of London | en_US |
dc.subject | Particle Physics | en_US |
dc.subject | di-Higgs production | en_US |
dc.title | Search for di-Higgs production to the b¯bτ +τ − final state using Support Vector Machines with the ATLAS detector at the Large Hadron Collider in pp collisions at √s = 13TeV | en_US |
dc.type | Thesis | en_US |
dc.rights.holder | The copyright of this thesis rests with the author and no quotation from it or information derived from it may be published without the prior written consent of the author | |