129 research outputs found
SnugDock: Paratope Structural Optimization during Antibody-Antigen Docking Compensates for Errors in Antibody Homology Models
- Author
- A Gamez
- A Knappik
- A Narayanan
- A Sircar
- A Sivasubramanian
- A Tovchigrechko
- AA Canutescu
- AM Bonvin
- Aroop Sircar
- B Al-Lazikani
- B Kuhlman
- B Sandak
- B Sandak
- BA McKinney
- BC Braden
- C Chothia
- C Dominguez
- C Reid
- C Wang
- C Wang
- CA Rohl
- CN Schutz
- D Schneidman-Duhovny
- DK Hendrix
- DR Davies
- E Ben-Zeev
- E Vargas-Madrazo
- G Walsh
- GA Lazar
- GE Nybakken
- GR Smith
- H Shirai
- H Shirai
- J Janin
- J Janin
- J Janin
- J Karanicolas
- J Reichert
- Jeffrey J. Gray
- JJ Gray
- JJ Gray
- M Zemlin
- MP Jacobson
- NR Whitelegg
- P Bradley
- R Grunberg
- R Mendez
- R Mendez
- R Mosca
- S Chaudhury
- S Chaudhury
- S Covaceuszach
- S Vajda
- SM Lippow
- T Kortemme
- T Schwede
- Tanja Kortemme
- V Morea
- WR Tulip
- Y Hamuro
- Y Zhang
- Publication venue
- Public Library of Science
- Publication date
- 01/01/2010
- Field of study
High resolution structures of antibody-antigen complexes are useful for analyzing the binding interface and to make rational choices for antibody engineering. When a crystallographic structure of a complex is unavailable, the structure must be predicted using computational tools. In this work, we illustrate a novel approach, named SnugDock, to predict high-resolution antibody-antigen complex structures by simultaneously structurally optimizing the antibody-antigen rigid-body positions, the relative orientation of the antibody light and heavy chains, and the conformations of the six complementarity determining region loops. This approach is especially useful when the crystal structure of the antibody is not available, requiring allowances for inaccuracies in an antibody homology model which would otherwise frustrate rigid-backbone docking predictions. Local docking using SnugDock with the lowest-energy RosettaAntibody homology model produced more accurate predictions than standard rigid-body docking. SnugDock can be combined with ensemble docking to mimic conformer selection and induced fit resulting in increased sampling of diverse antibody conformations. The combined algorithm produced four medium (Critical Assessment of PRediction of Interactions-CAPRI rating) and seven acceptable lowest-interface-energy predictions in a test set of fifteen complexes. Structural analysis shows that diverse paratope conformations are sampled, but docked paratope backbones are not necessarily closer to the crystal structure conformations than the starting homology models. The accuracy of SnugDock predictions suggests a new genre of general docking algorithms with flexible binding interfaces targeted towards making homology models useful for further high-resolution predictions
A Criterion for Brittle Failure of Rocks Using the Theory of Critical Distances
- Author
- A Bobet
- A Bobet
- A Tugrul
- AA Griffith
- AR Ingraffea
- AV Dyskin
- AW Bishop
- B Cotterell
- B Cotterell
- B Haimson
- B Shen
- BJ Carter
- BL Karihaloo
- CE Inglis
- CĂ©sar Sagaseta
- D Maugis
- D Taylor
- D Taylor
- DJ Smith
- E Eberhardt
- E Hoek
- E Hoek
- E Hoek
- EZ Lajtai
- F Erdogan
- G Pluvinage
- H Neuber
- IN Sneddon
- IW Johnston
- IW Johnston
- JC Jaeger
- JC Jaeger
- JG Williams
- JM Kemeny
- Jorge Castro
- JP Dempsey
- KJ Chang
- L Susmel
- L Susmel
- L Vernik
- M Cai
- M Elices
- M Nicksiar
- M Nicksiar
- MHB Nasseri
- ML Williams
- MR Ayatollahi
- MRM Aliha
- MRM Aliha
- MS Paterson
- N Pugno
- P Baud
- RE Peterson
- RHC Wong
- RS Tandon
- S Cicero
- S Cicero
- S Cicero
- S Li
- S Usami
- S Zhou
- Sergio Cicero
- T Ito
- T Ito
- T Yokobori
- TL Anderson
- TP Medhurst
- TR Wilshaw
- V Madrazo
- WF Brace
- Y Bao
- Y Chen
- YH Hatzor
- Z Wu
- ZP BaĆŸant
- ZT Bieniawski
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2016
- Field of study
This paper presents a new analytical criterion for brittle failure of rocks and heavily overconsolidated soils. Griffithâs model of a randomly oriented defect under a biaxial stress state is used to keep the criterion simple. The Griffithâs criterion is improved because the maximum tensile strength is not evaluated at the boundary of the defect but at a certain distance from the boundary, known as the critical distance. This fracture
criterion is known as the Point Method, and is part of the Theory of Critical Distances, which is utilized in fracture mechanics. The proposed failure criterion has two parameters: the inherent tensile strength, Ăł0, and the ratio of the half-length of the initial crack/flaw to the critical distance, a/L. These parameters are difficult to measure but they may be correlated with the uniaxial compressive and tensile strengths, Ăłc and Ăłt.
The proposed criterion is able to reproduce the common range of strength ratios for rocks and heavily overconsolidated soils (Ăłc/Ăłt=3-50) and the influence of several microstructural rock properties, such as texture and porosity. Good agreement with laboratory tests reported in the literature is found for tensile and low confining stresses.The work presented was initiated during a research project on âStructural integrity
assessments of notch-type defects", for the Spanish Ministry of Science and Innovation
(Ref.: MAT2010-15721)
Measurement of the inclusive and differential Higgs boson production cross sections in the decay mode to a pair of Ï Leptons in pp collisions at sqrt[s]=13ââTeV
- Author
- Aarrestad TK
- Aarup Petersen H
- Abbaneo D
- Abbiendi G
- Abbrescia M
- Abdalla H
- Abdelalim AA
- Abdullin S
- Abercrombie D
- Abreu A
- Acharya H
- Acosta D
- Adam W
- Adamidis K
- Adams E
- Adams MR
- Adams T
- Addesa FM
- Adloff C
- Adzic P
- Afanasiev S
- Agapitos A
- Agarwal G
- Aggleton R
- Agram J-L
- Aguilar-Benitez M
- Ahmad A
- Ahmad M
- Ahmed A
- Ahuja S
- Aime' C
- Akchurin N
- Akgun B
- Akpinar A
- Albergo S
- Albert A
- Albrecht S
- Albrow M
- Alcaraz Maestre J
- Aldaya Martin M
- AldĂĄ JĂșnior WL
- Aleksandrov A
- Alexander J
- Alhusseini M
- Alimena J
- Alison J
- Almond J
- Alpana K
- Alvarez Gonzalez B
- Alverson G
- Alves Gallo Pereira M
- Alves GA
- Aly R
- Alyari M
- Amapane N
- Ambrozas M
- Amendola C
- Amin N
- Amram O
- Amsler C
- An S
- An Y
- Anagnostou G
- Andrea J
- Andreassi G
- Andreev V
- Andreev Y
- Andrejkovic JW
- Andrews MB
- Androsov K
- Anguiano J
- Antchev G
- Anthony D
- Antunovic Z
- Apollinari G
- Apparu D
- Appelt E
- Apresyan A
- Apyan A
- Araujo M
- Arcaro D
- Arcidiacono R
- Arenton MW
- Argiro S
- Arneodo M
- Aruta C
- Asavapibhop B
- Asawatangtrakuldee C
- Asenov P
- Asghar MI
- Asilar E
- Askew A
- Asmuss P
- Atakisi IO
- Attikis A
- Auffray E
- Aushev T
- Auzinger G
- Avati V
- Avery P
- Avila C
- Awais A
- Awan MIM
- Ayala E
- Ayala G
- Azarkin M
- Azhgirey I
- Aziz T
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- Azzurri P
- Baarmand MM
- Babaev A
- Bacchetta N
- Bachiller I
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- Baechler J
- Bagliesi G
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- Baillon P
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- Bakas G
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- Bakshi AS
- Baldenegro Barrera C
- Ban Y
- Band R
- Bandyopadhyay H
- Banerjee S
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- Barbagli G
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- Bechtel J
- Bedoya CF
- Beghin D
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- Behnke O
- Bein S
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- Bell KW
- Bellan R
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- Belyaev A
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- Benaglia A
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- Bendavid J
- Benecke A
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- BermĂșdez MartĂnez A
- Bernardes CA
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- Berry D
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- Bertacchi V
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- Bestintzanos I
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- Bhattacharya R
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- Yohay R
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- Yumiceva F
- Yusli MN
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- Zahid S
- Zaleski S
- Zalewski P
- Zanetti M
- Zarubin A
- Zarucki M
- Zecchinelli AG
- Zeinali M
- Zeuner WD
- Zghiche A
- Zhang F
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- Zhizhin I
- Zhokin A
- Zhu DH
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- Ziemons T
- Zoi I
- Zolkapli Z
- Zorbakir IS
- Zorbilmez C
- Zotto P
- Zotz A
- Zou D
- Zou R
- Zucchetta A
- Zumerle G
- Zuo X
- Zuolo D
- Zygala L
- Ălvarez FernĂĄndez A
- Ăzçelik Ă
- Publication venue
- 'American Physical Society (APS)'
- Publication date
- 01/01/2022
- Field of study
Measurements of the inclusive and differential fiducial cross sections of the Higgs boson are presented, using the Ï lepton decay channel. The differential cross sections are measured as functions of the Higgs boson transverse momentum, jet multiplicity, and transverse momentum of the leading jet in the event, if any. The analysis is performed using proton-proton collision data collected with the CMS detector at the LHC at a center-of-mass energy of 13ââTeV and corresponding to an integrated luminosity of 138ââfb^{-1}. These are the first differential measurements of the Higgs boson cross section in the final state of two Ï leptons. In final states with a large jet multiplicity or with a Lorentz-boosted Higgs boson, these measurements constitute a significant improvement over measurements performed in other final states
Observation of a New Excited Beauty Strange Baryon Decaying to Îb- Ï+Ï-
- Author
- Aarrestad TK
- Aarup Petersen H
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- Abbiendi G
- Abbrescia M
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- Yusli MN
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- Zahid S
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- Zghiche A
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- Zhokin A
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- Zlebcik R
- Zoi I
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- Zorbakir IS
- Zorbilmez C
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- Zou D
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- Zuolo D
- Zygala L
- Ălvarez FernĂĄndez A
- Ăzçelik Ă
- Publication venue
- American Physical Society
- Publication date
- 01/01/2021
- Field of study
The Îb-Ï+Ï- invariant mass spectrum is investigated with an event sample of proton-proton collisions at s=13 TeV, collected by the CMS experiment at the LHC in 2016-2018 and corresponding to an integrated luminosity of 140 fb-1. The ground state Îb- is reconstructed via its decays to J/ÏÎ- and J/ÏÎK-. A narrow resonance, labeled Îb(6100)-, is observed at a Îb-Ï+Ï- invariant mass of 6100.3±0.2(stat)±0.1(syst)±0.6(Îb-) MeV, where the last uncertainty reflects the precision of the Îb- baryon mass. The upper limit on the Îb(6100)- natural width is determined to be 1.9 MeV at 95% confidence level. The low Îb(6100)- signal yield observed in data does not allow a measurement of the quantum numbers of the new state. However, following analogies with the established excited Îc baryon states, the new Îb(6100)- resonance and its decay sequence are consistent with the orbitally excited Îb- baryon, with spin and parity quantum numbers JP=3/2-
Recommended from our members
Search for new heavy resonances decaying to WW, WZ, ZZ, WH, or ZH boson pairs in the all-jets final state in proton-proton collisions at sâ = 13 TeV
- Author
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- Ălvarez FernĂĄndez A
- Ăzçelik Ă
- Publication venue
- Elsevier
- Publication date
- 26/02/2023
- Field of study
A preprint version of this article is available at arXiv:2210.00043v2 [hep-ex], https://arxiv.org/abs/2210.00043v2 . Comments: Replaced with the published version. Added the journal reference and the DOI. All the figures and tables, including additional supplementary figures, can be found at https://cms-results.web.cern.ch/cms-results/public-results/publications/B2G-20-009 (CMS Public Pages). Report number: CMS-B2G-20-009, CERN-EP-2022-152.Data availability: see: https://cms-results.web.cern.ch/cms-results/public-results/publications/B2G-20-009 .A search for new heavy resonances decaying to WW, WZ, ZZ, WH, or ZH boson pairs in the all-jets final state is presented. The analysis is based on proton-proton collision data recorded by the CMS detector in 2016-2018 at a centre-of-mass energy of 13 TeV at the CERN LHC, corresponding to an integrated luminosity of 138 fb^{-1}. The search is sensitive to resonances with masses between 1.3 and 6 TeV, decaying to bosons that are highly Lorentz-boosted such that each of the bosons forms a single large-radius jet. Machine learning techniques are employed to identify such jets. No significant excess over the estimated standard model background is observed. A maximum local significance of 3.6 standard deviations, corresponding to a global significance of 2.3 standard deviations, is observed at masses of 2.1 and 2.9 TeV. In a heavy vector triplet model, spin-1 Z' and W' resonances with masses below 4.8 TeV are excluded at the 95% confidence level (CL). These limits are the most stringent to date. In a bulk graviton model, spin-2 gravitons and spin-0 radions with masses below 1.4 and 2.7 TeV, respectively, are excluded at 95% CL. Production of heavy resonances through vector boson fusion is constrained with upper cross section limits at 95% CL as low as 0.1 fb.SCOAP3
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Search for Higgs boson decays to a Z boson and a photon in proton-proton collisions at sâ = 13 TeV
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- Zorbilmez C
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- Ălvarez FernĂĄndez A
- Ăzçelik Ă
- Publication venue
- Springer Nature on behalf of SISSA
- Publication date
- 01/08/2022
- Field of study
A preprint version of the article is available at arXiv:2204.12945v2 [hep-ex], https://arxiv.org/abs/2204.12945v2 . Comments: Replaced with the published version. Added the journal reference and the DOI. All the figures and tables can be found at https://cms-results.web.cern.ch/cms-results/public-results/publications/HIG-19-014 (CMS Public Pages). Report number: CMS-HIG-19-014, CERN-EP-2022-019.Results are presented from a search for the Higgs boson decay H â ZÎł, where Z â â+ââ with â = e or ÎŒ. The search is performed using a sample of proton-proton (pp) collision data at a center-of-mass energy of 13 TeV, recorded by the CMS experiment at the LHC, corresponding to an integrated luminosity of 138 fb^{â1}. Events are assigned to mutually exclusive categories, which exploit differences in both event topology and kinematics of distinct Higgs production mechanisms to enhance signal sensitivity. The signal strength ÎŒ, defined as the product of the cross section and the branching fraction [Ï(pp â H)B(H â ZÎł)] relative to the standard model prediction, is extracted from a simultaneous fit to the â+ââÎł invariant mass distributions in all categories and is found to be ÎŒ = 2.4 ± 0.9 for a Higgs boson mass of 125.38 GeV. The statistical significance of the observed excess of events is 2.7 standard deviations. This measurement corresponds to Ï(pp â H)B(H â ZÎł) = 0.21 ± 0.08 pb. The observed (expected) upper limit at 95% confidence level on ÎŒ is 4.1 (1.8). The ratio of branching fractions B(H â ZÎł)/B(H â γγ) is measured to be 1.5 +0.7â0.6, which agrees with the standard model prediction of 0.69 ± 0.04 at the 1.5 standard deviation level.SCOAP3
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Measurements of the Higgs boson production cross section and couplings in the W boson pair decay channel in proton-proton collisions at sâ = 13 TeV
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- Ăzçelik Ă
- Publication venue
- Springer Nature on behalf of SISSA
- Publication date
- 09/10/2022
- Field of study
A preprint version of the article is available at arXiv:2206.09466v2 [hep-ex], https://arxiv.org/abs/2206.09466v2 . Comments: Replaced with the published version. Added the journal reference and the DOI. All the figures and tables can be found at httpS://cms-results.web.cern.ch/cms-results/public-results/publications/HIG-20-013 (CMS Public Pages). Report number: CMS-HIG-20-013, CERN-EP-2022-120.Production cross sections of the standard model Higgs boson decaying to a pair of W bosons are measured in proton-proton collisions at a center-of-mass energy of 13 TeV. The analysis targets Higgs bosons produced via gluon fusion, vector boson fusion, and in association with a W or Z boson. Candidate events are required to have at least two charged leptons and moderate missing transverse momentum, targeting events with at least one leptonically decaying W boson originating from the Higgs boson. Results are presented in the form of inclusive and differential cross sections in the simplified template cross section framework, as well as couplings of the Higgs boson to vector bosons and fermions. The data set collected by the CMS detector during 2016-2018 is used, corresponding to an integrated luminosity of 138 fb^â1. The signal strength modifier ÎŒ, defined as the ratio of the observed production rate in a given decay channel to the standard model expectation, is measured to be ÎŒ = 0.95 +0.10â0.09. All results are found to be compatible with the standard model within the uncertainties.SCOAP3
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Search for Higgs boson decays into Z and J/Ï and for Higgs and Z boson decays into J/Ï or ΄ pairs in pp collisions at sâ = 13 TeV
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- Ălvarez FernĂĄndez A
- Ăzçelik Ă
- Publication venue
- Elsevier
- Publication date
- 21/10/2022
- Field of study
Data availability
Release and preservation of data used by the CMS Collaboration as the basis for publications is guided by the CMS policy as stated in âCMS data preservation, re-use and open access policyâ (https://cms-docdb.cern.ch/cgi-bin/PublicDocDB/RetrieveFile?docid=6032&filename=CMSDataPolicyV1.2.pdf&version=2).A preprint version of this article is archived at: arXiv:2206.03525v2 [hep-ex], https://arxiv.org/abs/2206.03525v2 . Comments: Replaced with the published version. Added the journal reference. All the figures and tables can be found at https://cms-results.web.cern.ch/cms-results/public-results/publications/HIG-20-008 (CMS Public Pages). Report number: CMS-HIG-20-008, CERN-EP-2022-074.Decays of the Higgs boson into a Z boson and a J/Ï or Ï(2S) meson are searched for in four-lepton final states with the CMS detector at the LHC. A data set of proton-proton collisions corresponding to an integrated luminosity of 138 fb^{-1} is used. Using the same data set, decays of the Higgs and Z boson into quarkonium pairs are also searched for. An observation of such decays with this sample would indicate the presence of physics beyond the standard model. No evidence for these decays has been observed and upper limits at the 95% confidence level are placed on the corresponding branching fractions (B). Assuming longitudinal polarization of the Higgs boson decay products, 95% confidence level observed upper limits for B(H â J/Ï) and B(H â ZÏ(2S)) are 1.9Ă10^{-3} and 6.6Ă10^{-3}, respectively.SCOAP3
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- Springer Science and Business Media LLC
- Publication date
- 07/07/2022
- Field of study
A Correction to this paper has been published (18 October 2023) : https://doi.org/10.1038/s41586-023-06164-8.Data availability:
Tabulated results are provided in the HEPData record for this analysis. Release and preservation of data used by the CMS Collaboration as the basis for publications is guided by the CMS data preservation, re-use and open acess policy.Code availability:
The CMS core software is publicly available on GitHub (https://github.com/cms-sw/cmssw).In July 2012, the ATLAS and CMS collaborations at the CERN Large Hadron Collider announced the observation of a Higgs boson at a mass of around 125âgigaelectronvolts. Ten years later, and with the data corresponding to the production of a 30-times larger number of Higgs bosons, we have learnt much more about the properties of the Higgs boson. The CMS experiment has observed the Higgs boson in numerous fermionic and bosonic decay channels, established its spinâparity quantum numbers, determined its mass and measured its production cross-sections in various modes. Here the CMS Collaboration reports the most up-to-date combination of results on the properties of the Higgs boson, including the most stringent limit on the cross-section for the production of a pair of Higgs bosons, on the basis of data from protonâproton collisions at a centre-of-mass energy of 13âteraelectronvolts. Within the uncertainties, all these observations are compatible with the predictions of the standard model of elementary particle physics. Much evidence points to the fact that the standard model is a low-energy approximation of a more comprehensive theory. Several of the standard model issues originate in the sector of Higgs boson physics. An order of magnitude larger number of Higgs bosons, expected to be examined over the next 15 years, will help deepen our understanding of this crucial sector.BMBWF and FWF (Austria); FNRS and FWO (Belgium); CNPq, CAPES, FAPERJ, FAPERGS, and FAPESP (Brazil); MES and BNSF (Bulgaria); CERN; CAS, MoST, and NSFC (China); MINCIENCIAS (Colombia); MSES and CSF (Croatia); RIF (Cyprus); SENESCYT (Ecuador); MoER, ERC PUT and ERDF (Estonia); Academy of Finland, MEC, and HIP (Finland); CEA and CNRS/IN2P3 (France); BMBF, DFG, and HGF (Germany); GSRI (Greece); NKFIH (Hungary); DAE and DST (India); IPM (Iran); SFI (Ireland); INFN (Italy); MSIP and NRF (Republic of Korea); MES (Latvia); LAS (Lithuania); MOE and UM (Malaysia); BUAP, CINVESTAV, CONACYT, LNS, SEP, and UASLP-FAI (Mexico); MOS (Montenegro); MBIE (New Zealand); PAEC (Pakistan); MES and NSC (Poland); FCT (Portugal); MESTD (Serbia); MCIN/AEI and PCTI (Spain); MOSTR (Sri Lanka); Swiss Funding Agencies (Switzerland); MST (Taipei); MHESI and NSTDA (Thailand); TUBITAK and TENMAK (Turkey); NASU (Ukraine); STFC (United Kingdom); DOE and NSF (USA). Individuals have received support from the Marie-Curie programme and the European Research Council and Horizon 2020 Grant, contract Nos. 675440, 724704, 752730, 758316, 765710, 824093, 884104, and COST Action CA16108 (European Union); the Leventis Foundation; the Alfred P. Sloan Foundation; the Alexander von Humboldt Foundation; the Belgian Federal Science Policy Office; the Fonds pour la Formation Ă la Recherche dans lâIndustrie et dans lâAgriculture (FRIA-Belgium); the Agentschap voor Innovatie door Wetenschap en Technologie (IWT-Belgium); the F.R.S.-FNRS and FWO (Belgium) under the âExcellence of Science â EOSâ â be.h project n. 30820817; the Beijing Municipal Science & Technology Commission, No. Z191100007219010; the Ministry of Education, Youth and Sports (MEYS) of the Czech Republic; the Stavros Niarchos Foundation (Greece); the Deutsche Forschungsgemeinschaft (DFG), under Germanyâs Excellence Strategy â EXC 2121 âQuantum Universeâ â 390833306, and under project number 400140256 - GRK2497; the Hungarian Academy of Sciences, the New National Excellence Program - ĂNKP, the NKFIH research grants K 124845, K 124850, K 128713, K 128786, K 129058, K 131991, K 133046, K 138136, K 143460, K 143477, 2020-2.2.1-ED-2021-00181, and TKP2021-NKTA-64 (Hungary); the Council of Science and Industrial Research, India; the Latvian Council of Science; the Ministry of Education and Science, project no. 2022/WK/14, and the National Science Center, contracts Opus 2021/41/B/ST2/01369 and 2021/43/B/ST2/01552 (Poland); the Fundação para a CiĂȘncia e a Tecnologia, grant CEECIND/01334/2018 (Portugal); the National Priorities Research Program by Qatar National Research Fund; MCIN/AEI/10.13039/501100011033, ERDF âa way of making Europeâ, and the Programa Estatal de Fomento de la InvestigaciĂłn CientĂfica y TĂ©cnica de Excelencia MarĂa de Maeztu, grant MDM-2017-0765 and Programa Severo Ochoa del Principado de Asturias (Spain); the Chulalongkorn Academic into Its 2nd Century Project Advancement Project, and the National Science, Research and Innovation Fund via the Program Management Unit for Human Resources & Institutional Development, Research and Innovation, grant B05F650021 (Thailand); the Kavli Foundation; the Nvidia Corporation; the SuperMicro Corporation; the Welch Foundation, contract C-1845; and the Weston Havens Foundation (USA)
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Performance of the CMS muon trigger system in proton-proton collisions at â(s) = 13
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- Ăzçelik Ă
- Publication venue
- 'IOP Publishing'
- Publication date
- 02/07/2021
- Field of study
© Copyright 2021 CERN for the benefit of the CMS collaboration. The muon trigger system of the CMS experiment uses a combination of hardware and software to identify events containing a muon. During Run 2 (covering 2015â2018) the LHC achieved instantaneous luminosities as high as 2 Ă 1034 while delivering proton-proton collisions at â(s) = 13. The challenge for the trigger system of the CMS experiment is to reduce the registered event rate from about 40MHz to about 1kHz. Significant improvements important for the success of the CMS physics program have been made to the muon trigger system via improved muon reconstruction and identification algorithms since the end of Run 1 and throughout the Run 2 data-taking period. The new algorithms maintain the acceptance of the muon triggers at the same or even lower rate throughout the data-taking period despite the increasing number of additional proton-proton interactions in each LHC bunch crossing. In this paper, the algorithms used in 2015 and 2016 and their improvements throughout 2017 and 2018 are described. Measurements of the CMS muon trigger performance for this data-taking period are presented, including efficiencies, transverse momentum resolution, trigger rates, and the purity of the selected muon sample. This paper focuses on the single- and double-muon triggers with the lowest sustainable transverse momentum thresholds used by CMS. The efficiency is measured in a transverse momentum range from 8 to several hundred.SCOAP3
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