Record #262601 - PUBDB

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AMVA4NewPhysics

Advanced Multi-Variate Analysis for New Physics Searches at the LHC

Coordinator	University of Clermont Auvergne ; Institute of Accelerating Systems and Applications ; CERN ; LABORATORIO DE INSTRUMENTACAO E FISICA EXPERIMENTAL DE PARTICULAS LIP ; Technical University Munich ; Université Catholique de Louvain ; UNIVERSITE BLAISE PASCAL CLERMONT-FERRAND II ; THE CHANCELLOR, MASTERS AND SCHOLARS OF THE UNIVERSITY OF OXFORD ; University of Padua ; National Institute for Nuclear Physics
Grant period	2015-09-01 - 2019-08-31
Funding body	European Union
Call number	H2020-MSCA-ITN-2015
Grant number	675440
Identifier	G:(EU-Grant)675440

Note: With the 2012 discovery of the Higgs boson at the Large Hadron Collider, LHC, the Standard Model of particle physics has been completed, emerging as a most successful description of matter at the smallest distance scales. But as is always the case, the observation of this particle has also heralded the dawn of a new era in the field: particle physics is now turning to the mysteries posed by the presence of dark matter in the universe, as well as the very existence of the Higgs. The upcoming run of the LHC at 13 TeV will probe possible answers to both issues, providing detailed measurements of the properties of the Higgs and extending significantly the sensitivity to new phenomena. Since the LHC is the only accelerator currently exploring the energy frontier, it is imperative that the analyses of the collected data use the most powerful possible techniques. In recent years several analyses have utilized multi-variate analysis techniques, obtaining higher sensitivity; yet there is ample room for further improvement. With our programme we will import and specialize the most powerful advanced statistical learning techniques to data analyses at the LHC, with the objective of maximizing the chance of new physics discoveries. We aim at creating a network of European institutions to foster the development and exploitation of Advanced Multi-Variate Analysis (AMVA) for New Physics searches. The network will offer extensive training in both physics and advanced analysis techniques to graduate students, focusing on providing them with the know-how and the experience to boost their career prospects in and outside academia. The network will develop ties with non-academic partners for the creation of interdisciplinary software tools, allowing a successful knowledge transfer in both directions. The network will study innovative techniques and identify their suitability to problems encountered in searches for new physics at the LHC and detailed studies of the Higgs boson sector.

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Recent Publications

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Report/Journal Article Sirunyan, A. M. ; Tumasyan, A. ; Adam, W. ; et al
Measurement of jet substructure observables in $\mathrm{t\overline{t}}$ events from proton-proton collisions at $\sqrt{s}=$ 13TeV
Physical review / D 98(9), 092014 (2018) [10.1103/PhysRevD.98.092014]2018 OpenAccess Files Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Preprint/Report Sirunyan, A. M. ; Tumasyan, A. ; Adam, W. ; et al
Measurement of jet substructure observables in $\mathrm{t\overline{t}}$ events from proton-proton collisions at $\sqrt{s}=$ 13TeV
[10.3204/PUBDB-2018-03637] OpenAccess Files Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Report/Journal Article Sirunyan, A. M. ; Tumasyan, A. ; Adam, W. ; et al
Search for $R$-parity violating supersymmetry in pp collisions at $\sqrt{s} = $ 13 TeV using b jets in a final state with a single lepton, many jets, and high sum of large-radius jet masses
Physics letters / B 783, 114 - 139 (2018) [10.1016/j.physletb.2018.06.028]2018 OpenAccess Files Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Report/Journal Article Sirunyan, A. M. ; Tumasyan, A. ; Adam, W. ; et al
Nuclear modification factor of D$^0$ mesons in PbPb collisions at $\sqrt{s_\mathrm{NN}} = 5.02$ TeV
Physics letters / B 782, 474 - 496 (2018) [10.1016/j.physletb.2018.05.074]2018 OpenAccess Files Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Report/Journal Article Sirunyan, A. M. ; Tumasyan, A. ; Adam, W. ; et al
Search for excited states of light and heavy flavor quarks in the $\gamma$+jet final state in proton-proton collisions at $\sqrt{s} =$ 13 TeV
Physics letters / B 781, 390 - 411 (2018) [10.1016/j.physletb.2018.04.007]2018 OpenAccess Files Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Report/Journal Article Sirunyan, A. M. ; Tumasyan, A. ; Adam, W. ; et al
Search for supersymmetry in events with one lepton and multiple jets exploiting the angular correlation between the lepton and the missing transverse momentum in proton-proton collisions at $\sqrt{s} = $ 13 TeV
Physics letters / B 780, 384 - 409 (2018) [10.1016/j.physletb.2018.03.028]2018 OpenAccess Files Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Report/Journal Article Sirunyan, A. M. ; Tumasyan, A. ; Adam, W. ; et al
Measurement of quarkonium production cross sections in pp collisions at $\sqrt{s}=$ 13 TeV
Physics letters / B 780, 251 - 272 (2018) [10.1016/j.physletb.2018.02.033]2018 OpenAccess Files Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Report/Journal Article Sirunyan, A. M. ; Tumasyan, A. ; Adam, W. ; et al
Evidence for the Higgs boson decay to a bottom quark–antiquark pair
Physics letters / B 780, 501 - 532 (2018) [10.1016/j.physletb.2018.02.050]2018 OpenAccess Files Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Report/Journal Article Sirunyan, A. M. ; Tumasyan, A. ; Adam, W. ; et al
Search for vectorlike light-flavor quark partners in proton-proton collisions at $\sqrt s$ =8 TeV
Physical review / D 97(7), 072008 (2018) [10.1103/PhysRevD.97.072008]2018 OpenAccess Files Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Report/Journal Article Sirunyan, A. M. ; Tumasyan, A. ; Adam, W. ; et al
Measurement of the associated production of a single top quark and a Z boson in pp collisions at $\sqrt{s} =$ TeV
Physics letters / B B779, 358 - 384 (2018) [10.1016/j.physletb.2018.02.025]2018 OpenAccess Files Fulltext Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

All known publications ...
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Record created 2015-09-15, last modified 2023-02-10

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