233 research outputs found
Remote magnetic versus manual catheters: evaluation of ablation effect in atrial fibrillation by myocardial marker levels
- Author
- Alessandro De Bortoli
- AS Manolis
- AS Thornton
- C Pappone
- D Katritsis
- DG Katritsis
- Eivind Solheim
- EP Gerstenfeld
- EP Gerstenfeld
- H Hirose
- H Oswald
- ID McRury
- J Carlsson
- J Chen
- Jian Chen
- JL Anderson
- L Biase Di
- L Macle
- LM Haegeli
- M Haissaguerre
- M Hocini
- Morten Kristian Off
- OJ Eick
- Ole-Jørgen Ohm
- Per Ivar Hoff
- Peter Schuster
- PG Platonov
- SP Thomas
- U Dorwarth
- W Hochcolzer
- WM Hartung
- X Chen
- X Zheng
- Z Emkanjoo
- Publication venue
- Springer US
- Publication date
- 01/01/2011
- Field of study
Background A remote magnetic navigation (MN) system is available for radiofrequency ablation of atrial fibrillation (AF), challenging the conventional manual ablation technique. The myocardial markers were measured to compare the effects of the two types of MN catheters with those of a manual-irrigated catheter in AF ablation. Methods AF patients underwent an ablation procedure using either a conventional manual-irrigated catheter (CIR, n=65) or an MN system utilizing either an irrigated (RMI, n=23) or non-irrigated catheter (RMN, n=26). Levels of troponin T (TnT) and the cardiac isoform of creatin kinase (CKMB) were measured before and after ablation. Results Mean procedure times and total ablation times were longer employing the remote magnetic system. In all groups, there were pronounced increases in markers of myocardial injury after ablation, demonstrating a significant correlation between total ablation time and post-ablation levels of TnT and CKMB (CIR r=0.61 and 0.53, p<0.001; RMI r=0.74 and 0.73, p<0.001; and RMN r=0.51 and 0.59, p<0.01). Time-corrected release of TnT was significantly higher in the CIR group than in the other groups. Of the patients, 59.6% were free from AF at follow-up (12.2± 5.4 months) and there were no differences in success rate between the three groups. Conclusions Remote magnetic catheters may create more discrete and predictable ablation lesions measured by myocardial enzymes and may require longer total ablation time to reach the procedural endpoints. Remote magnetic non-irrigated catheters do not appear to be inferior to magnetic irrigated catheters in terms of myocardial enzyme release and clinical outcome
2017 HRS/EHRA/ECAS/APHRS/SOLAECE expert consensus statement on catheter and surgical ablation of atrial fibrillation: executive summary.
- Author
- Hugh Calkins
- Gerhard Hindricks
- Riccardo Cappato
- Young-Hoon Kim
- Eduardo B. Saad
- Luis Aguinaga
- Joseph G. Akar
- Vinay Badhwar
- Josep Brugada
- John Camm
- Peng-Sheng Chen
- Shih-Ann Chen
- Mina K. Chung
- Jens Cosedis Nielsen
- Anne B. Curtis
- D. Wyn Davies
- John D. Day
- André d’Avila
- N.M.S. de Groot
- Luigi Di Biase
- Mattias Duytschaever
- James R. Edgerton
- Kenneth A. Ellenbogen
- Patrick T. Ellinor
- Sabine Ernst
- Guilherme Fenelon
- Edward P. Gerstenfeld
- David E. Haines
- Michel Haissaguerre
- Robert H. Helm
- Elaine Hylek
- Warren M. Jackman
- Jose Jalife
- Jonathan M. Kalman
- Josef Kautzner
- Hans Kottkamp
- Karl Heinz Kuck
- Koichiro Kumagai
- Richard Lee
- Thorsten Lewalter
- Bruce D. Lindsay
- Laurent Macle
- Moussa Mansour
- Francis E. Marchlinski
- Gregory F. Michaud
- Hiroshi Nakagawa
- Andrea Natale
- Stanley Nattel
- Ken Okumura
- Douglas Packer
- Evgeny Pokushalov
- Matthew R. Reynolds
- Prashanthan Sanders
- Mauricio Scanavacca
- Richard Schilling
- Claudio Tondo
- Hsuan-Ming Tsao
- Atul Verma
- David J. Wilber
- Teiichi Yamane
- H Calkins
- H Calkins
- AK Jacobs
- JL Anderson
- CT January
- P Kirchhof
- P Jais
- H Calkins
- DL Packer
- KH Kuck
- SR Dukkipati
- VY Reddy
- A Natale
- DJ Wilber
- H Sohara
- C Pappone
- G Stabile
- GB Forleo
- A Verma
- D Scherr
- D Tamborero
- J Hummel
- M Bassiouny
- R Krittayaphong
- H Oral
- L Mont
- N Calvo
- F Furlanello
- OM Wazni
- J Cosedis Nielsen
- CA Morillo
- A Hakalahti
- M Hocini
- YW Chen
- K Inada
- MS Chen
- PJ Gentlesk
- MN Khan
- MR MacDonald
- RJ Hunter
- C Tondo
- BA Lutomsky
- AD Choi
- T Potter De
- YM Cha
- DG Jones
- T Machino-Ohtsuka
- S Halabi Al
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- JS Yoo
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- OM Wazni
- AR Magnano
- HT McElderry
- PM McCarthy
- Y Zeng
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- KH Kuck
- A Verma
- L Macle
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- T Yamane
- A Kobori
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- T Arentz
- M Tritto
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- PD Dallaglio
- S Kapa
- JG Andrade
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- D Steven
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- JE Ip
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- S Chen
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- FJ Perez
- NJ Patel
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- A Natale
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- S Chae
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- SA Chen
- M Haissaguerre
- SH Lee
- MH Hsieh
- D Shah
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- L Biase Di
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- S Dixit
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- K Kumagai
- Y Yamaguchi
- K Kumagai
- JS Kim
- X He
- L Biase Di
- L Biase Di
- CA Morillo
- A Harada
- RA Gray
- O Berenfeld
- M Mansour
- S Lazar
- F Atienza
- F Atienza
- J Vogler
- M Haissaguerre
- K Nademanee
- MD O'Neill
- LW Lo
- Z Zhang
- TH Kim
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- H Kottkamp
- H Kottkamp
- S Rolf
- R Bai
- MJ Cutler
- G Yang
- A Verma
- S Kapa
- RS Oakes
- C McGann
- N Dagres
- K Nademanee
- M Haissaguerre
- M Haissaguerre
- Y Takahashi
- SM Singh
- SM Narayan
- A Verma
- JG Quintanilla
- BJ Hansen
- PS Cuculich
- M Haissaguerre
- SM Narayan
- YJ Lin
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- JM Miller
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- WJ Rappel
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- P Sommer
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- C Ramanathan
- HS Lim
- S Yamashita
- MS Guillem
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- M Rodrigo
- JA Armour
- SS Po
- E Patterson
- EK Choi
- DG Katritsis
- H Nakagawa
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- DH Pauza
- BJ Scherlag
- E Patterson
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- S Stavrakis
- E Pokushalov
- E Pokushalov
- E Pokushalov
- E Pokushalov
- DM Lloyd-Jones
- R Mahajan
- A Wokhlu
- S Dublin
- AS Gami
- UB Tedrow
- RR Huxley
- TM Munger
- HS Abed
- B Richter
- K Jongnarangsin
- AN Shah
- SL Chang
- KP Letsas
- RB Tang
- H Jin Hwang
- D Patel
- D Patel
- D Patel
- TF Chao
- RA Winkle
- CX Wong
- JH Kang
- S Mohanty
- K Ejima
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- A Alonso
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- T Bitter
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- D Linz
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- YK Iwasaki
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- H Dimitri
- IH Stevenson
- F Holmqvist
- Y Kwon
- R Kanagala
- AS Fein
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- TG Neilan
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- EA Fender
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- DL Packer
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- HF Tse
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- RH Hoyt
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- B Borchert
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- GW Gilcrease
- F Stockigt
- O Yousuf
- PG Jackson
- G Nolker
- JT Medeiros De Vasconcelos
- A Rillig
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- JC Mateos
- HB Shim
- E Black-Maier
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- L Biase Di
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- L Biase Di
- SH Hohnloser
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- M Bassiouny
- AA Bin Abdulhak
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- RA Winkle
- HL Armbruster
- JF Ren
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- JF Ren
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- DF Briceno
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- JD Fisher
- LF Hsu
- TJ Bunch
- LF Hsu
- Y Michowitz
- TS Tsang
- MD O'Neill
- Y Takahashi
- A Chugh
- H Makimoto
- T Kitamura
- S Ouali
- A Mykytsey
- C Sticherling
- KC Wong
- G Fayad
- JP Piccini
- D Lakkireddy
- JM Dumonceau
- TJ Bunch
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- W Ajaj
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- DR Kim
- M Kesek
- KH Kuck
- H Sohara
- RF Evonich
- KR Chun
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- MJ Earley
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- H Liu
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- F Franceschi
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- B Mondesert
- F Sacher
- JG Andrade
- C Pappone
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- ES Katz
- D Caponi
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- JD Ferguson
- H Calkins
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- G Stabile
- R Ponti De
- T Kleemann
- D Steven
- JP Weiss
- O Dragusin
- VY Reddy
- A Bulava
- H Cochet
- DN Gibson
- MB Shoemaker
- TD Welch
- C Witt
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- H Ghanbari
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- PA Noseworthy
- D Patel
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- F Abhishek
- B Aldhoon
- G Mugnai
- Y Murakawa
- C Palaniswamy
- P Peichl
- J Waigand
- D Lakkireddy
- CC Tanaka-Esposito
- A Errahmouni
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2017
- Field of study
S
Combination of searches for heavy spin-1 resonances using 139 fb−1 of proton-proton collision data at s = 13 TeV with the ATLAS detector
- Author
- Aad G
- Aakvaag E
- Abbott B
- Abeling K
- Abicht NJ
- Abidi SH
- Aboelela M
- Aboulhorma A
- Abramowicz H
- Abreu H
- Abulaiti Y
- Acharya BS
- Ackermann A
- Adam Bourdarios C
- Adamczyk L
- Addepalli SV
- Addison MJ
- Adelman J
- Adiguzel A
- Adye T
- Affolder AA
- Afik Y
- Agaras MN
- Agarwala J
- Aggarwal A
- Agheorghiesei C
- Ahmad A
- Ahmadov F
- Ahmed WS
- Ahuja S
- Ai X
- Aielli G
- Aikot A
- Ait Tamlihat M
- Aitbenchikh B
- Aizenberg I
- Akbiyik M
- Akimov AV
- Akiyama D
- Akolkar NN
- Aktas S
- Al Khoury K
- Alberghi GL
- Albert J
- Albicocco P
- Albouy GL
- Alderweireldt S
- Alegria ZL
- Aleksa M
- Aleksandrov IN
- Alexa C
- Alexopoulos T
- Alfonsi F
- Algren M
- Alhroob M
- Ali B
- Ali HMJ
- Ali S
- Alibocus SW
- Aliev M
- Alimonti G
- Alkakhi W
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- Allbrooke BMM
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- Zhu Y
- Zhu Y
- Zhuang X
- Zhukov K
- Zimine NI
- Zinsser J
- Ziolkowski M
- Zoccoli A
- Zoch K
- Zorbas TG
- Zormpa O
- Zou W
- Zwalinski L
- Åkesson TPA
- Öncel ÖO
- Ženiš T
- Živković L
- Publication venue
- Springer Nature
- Publication date
- 19/04/2024
- Field of study
A combination of searches for new heavy spin-1 resonances decaying into different pairings of W, Z, or Higgs bosons, as well as directly into leptons or quarks, is presented. The data sample used corresponds to 139 fb−1 of proton-proton collisions at
= 13 TeV collected during 2015–2018 with the ATLAS detector at the CERN Large Hadron Collider. Analyses selecting quark pairs (qq, bb,
, and tb) or third-generation leptons (τν and ττ) are included in this kind of combination for the first time. A simplified model predicting a spin-1 heavy vector-boson triplet is used. Cross-section limits are set at the 95% confidence level and are compared with predictions for the benchmark model. These limits are also expressed in terms of constraints on couplings of the heavy vector-boson triplet to quarks, leptons, and the Higgs boson. The complementarity of the various analyses increases the sensitivity to new physics, and the resulting constraints are stronger than those from any individual analysis considered. The data exclude a heavy vector-boson triplet with mass below 5.8 TeV in a weakly coupled scenario, below 4.4 TeV in a strongly coupled scenario, and up to 1.5 TeV in the case of production via vector-boson fusion
Measurement and interpretation of same-sign W boson pair production in association with two jets in pp collisions at s = 13 TeV with the ATLAS detector
- Author
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- Abbott B
- Abeling K
- Abicht NJ
- Abidi SH
- Aboulhorma A
- Abramowicz H
- Abreu H
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- Abusleme Hoffman AC
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- Zhemchugov A
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- Åkesson TPA
- Öncel ÖO
- Ženiš T
- Živković L
- Publication venue
- Springer Nature
- Publication date
- 01/04/2024
- Field of study
This paper presents the measurement of fducial and diferential cross sections for both the inclusive and electroweak production of a same-sign W-boson pair in association with two jets (W±W±jj) using 139 fb−1 of proton-proton collision data recorded at a centre-of-mass energy of √s = 13 TeV by the ATLAS detector at the Large Hadron Collider. The analysis is performed by selecting two same-charge leptons, electron or muon, and at least two jets with large invariant mass and a large rapidity diference. The measured fducial cross sections for electroweak and inclusive W±W±jj production are 2.92 ± 0.22 (stat.) ± 0.19 (syst.)fb and 3.38±0.22 (stat.)±0.19 (syst.)fb, respectively, in agreement with Standard Model predictions. The measurements are used to constrain anomalous quartic gauge couplings by extracting 95% confdence level intervals on dimension-8 operators. A search for doubly charged Higgs bosons H±± that are produced in vector-boson fusion processes and decay into a same-sign W boson pair is performed. The largest deviation from the Standard Model occurs for an H±± mass near 450 GeV, with a global signifcance of 2.5 standard deviations
Search for pair production of squarks or gluinos decaying via sleptons or weak bosons in final states with two same-sign or three leptons with the ATLAS detector
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- Zhao Z
- Zhemchugov A
- Zheng K
- Zheng X
- Zheng Z
- Zhong D
- Zhou B
- Zhou H
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- Zhou Y
- Zhu CG
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- Zhu Y
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- Zhuang X
- Zhukov K
- Zhulanov V
- Zimine NI
- Zinsser J
- Ziolkowski M
- Zoccoli A
- Zoch K
- Zorbas TG
- Zormpa O
- Zou W
- Zwalinski L
- Åkesson TPA
- Öncel ÖO
- Ženiš T
- Živković L
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 15/02/2024
- Field of study
A search for pair production of squarks or gluinos decaying via sleptons or weak bosons is reported. The search targets a final state with exactly two leptons with same-sign electric charge or at least three leptons without any charge requirement. The analysed data set corresponds to an integrated luminosity of 139 fb−1 of proton-proton collisions collected at a centre-of-mass energy of 13 TeV with the ATLAS detector at the LHC. Multiple signal regions are defined, targeting several SUSY simplified models yielding the desired final states. A single control region is used to constrain the normalisation of the WZ + jets background. No significant excess of events over the Standard Model expectation is observed. The results are interpreted in the context of several supersymmetric models featuring R-parity conservation or R-parity violation, yielding exclusion limits surpassing those from previous searches. In models considering gluino (squark) pair production, gluino (squark) masses up to 2.2 (1.7) TeV are excluded at 95% confidence level
Search for resonant production of dark quarks in the dijet final state with the ATLAS detector
- Author
- Aad G
- Abbott B
- Abeling K
- Abicht NJ
- Abidi SH
- Aboulhorma A
- Abramowicz H
- Abreu H
- Abulaiti Y
- Acharya BS
- Adam Bourdarios C
- Adamczyk L
- Addepalli SV
- Addison MJ
- Adelman J
- Adiguzel A
- Adye T
- Affolder AA
- Afik Y
- Agaras MN
- Agarwala J
- Aggarwal A
- Agheorghiesei C
- Ahmad A
- Ahmadov F
- Ahmed WS
- Ahuja S
- Ai X
- Aielli G
- Aikot A
- Ait Tamlihat M
- Aitbenchikh B
- Aizenberg I
- Akbiyik M
- Akimov AV
- Akiyama D
- Akolkar NN
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- Zhemchugov A
- Zheng J
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- Zhulanov V
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- Åkesson TPA
- Öncel ÖO
- Ženiš T
- Živković L
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 16/02/2024
- Field of study
This paper presents a search for a new Z′ resonance decaying into a pair of dark quarks which hadronise into dark hadrons before promptly decaying back as Standard Model particles. This analysis is based on proton-proton collision data recorded at s
s
= 13 TeV with the ATLAS detector at the Large Hadron Collider between 2015 and 2018, corresponding to an integrated luminosity of 139 fb−1. After selecting events containing large-radius jets with high track multiplicity, the invariant mass distribution of the two highest-transverse-momentum jets is scanned to look for an excess above a data-driven estimate of the Standard Model multijet background. No significant excess of events is observed and the results are thus used to set 95% confidence-level upper limits on the production cross-section times branching ratio of the Z′ to dark quarks as a function of the Z′ mass for various dark-quark scenarios
Performance and calibration of quark/gluon-jet taggers using 140 fb⁻¹ of pp collisions at √s=13 TeV with the ATLAS detector
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- Duda D
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- Dumitriu AE
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- Egidio Purcino De Souza E
- Ehrke LF
- Eigen G
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- Fawcett WJ
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- Filmer EK
- Filthaut F
- Fiolhais MCN
- Fiorini L
- Fisher WC
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- Fitzhugh PM
- Fleck I
- Fleischmann P
- Flick T
- Flores Castillo LR
- Flores Sanz De Acedo L
- Flores M
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- Forland BC
- Formica A
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- Furukawa M
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- Gazis EN
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- Geyik ME
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- Gingrich DM
- Giordani MP
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- Gkialas I
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- Go Y
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- González Andana RY
- González de la Hoz S
- Gonçalo R
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- Goshaw AT
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- Zenger Jr DT
- Zenin O
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- Zerwas D
- Zhai M
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- Zhang S
- Zhang T
- Zhang X
- Zhang X
- Zhang Y
- Zhang Y
- Zhang Y
- Zhang Z
- Zhang Z
- Zhao H
- Zhao P
- Zhao T
- Zhao Y
- Zhao Z
- Zhemchugov A
- Zheng J
- Zheng K
- Zheng X
- Zheng Z
- Zhong D
- Zhou B
- Zhou H
- Zhou N
- Zhou Y
- Zhu CG
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- Zhu Y
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- Zhuang X
- Zhukov K
- Zhulanov V
- Zimine NI
- Zinsser J
- Ziolkowski M
- Zoccoli A
- Zoch K
- Zorbas TG
- Zormpa O
- Zou W
- Zwalinski L
- Åkesson TPA
- Öncel ÖO
- Ženiš T
- Živković L
- Publication venue
- 'IOP Publishing'
- Publication date
- 01/02/2024
- Field of study
The identification of jets originating from quarks and gluons, often referred to as quark/gluon tagging,
plays an important role in various analyses performed at the Large Hadron Collider, as Standard Model measurements and searches for new particles decaying to quarks often rely on suppressing a large gluon-induced background. This paper describes the measurement of the efficiencies of quark/gluon taggers developed within the ATLAS Collaboration, using √s=13 TeV proton–proton collision data with an integrated luminosity of 140 fb-1 collected by the ATLAS experiment. Two taggers with high performances in rejecting jets from gluon over jets from
quarks are studied: one tagger is based on requirements on the number of inner-detector tracks associated with the
jet, and the other combines several jet substructure observables using a boosted decision tree. A method is established to determine the quark/gluon fraction in data, by using quark/gluon-enriched subsamples defined by the jet
pseudorapidity. Differences in tagging efficiency between data and simulation are provided for jets with transverse
momentum between 500 GeV and 2 TeV and for multiple tagger working points
Electron and photon energy calibration with the ATLAS detector using LHC Run 2 data
- Author
- Aad G
- Abbott B
- Abeling K
- Abicht NJ
- Abidi SH
- Aboulhorma A
- Abramowicz H
- Abreu H
- Abulaiti Y
- Acharya BS
- Adam Bourdarios C
- Adamczyk L
- Addepalli SV
- Addison MJ
- Adelman J
- Adiguzel A
- Adye T
- Affolder AA
- Afik Y
- Agaras MN
- Agarwala J
- Aggarwal A
- Agheorghiesei C
- Ahmad A
- Ahmadov F
- Ahmed WS
- Ahuja S
- Ai X
- Aielli G
- Aikot A
- Ait Tamlihat M
- Aitbenchikh B
- Aizenberg I
- Akbiyik M
- Akimov AV
- Akiyama D
- Akolkar NN
- Al Khoury K
- Alberghi GL
- Albert J
- Albicocco P
- Albouy GL
- Alderweireldt S
- Aleksa M
- Aleksandrov IN
- Alexa C
- Alexopoulos T
- Alfonsi F
- Algren M
- Alhroob M
- Ali B
- Ali HMJ
- Ali S
- Alibocus SW
- Aliev M
- Alimonti G
- Alkakhi W
- Allaire C
- Allbrooke BMM
- Allen JF
- Allendes Flores CA
- Allport PP
- Aloisio A
- Alonso F
- Alpigiani C
- Alvarez Estevez M
- Alvarez Fernandez A
- Alves Cardoso M
- Alviggi MG
- Aly M
- Amaral Coutinho Y
- Ambler A
- Amelung C
- Amerl M
- Ames CG
- Amidei D
- Amor Dos Santos SP
- Amos KR
- Ananiev V
- Anastopoulos C
- Andeen T
- Anders JK
- Andrean SY
- Andreazza A
- Angelidakis S
- Angerami A
- Anisenkov AV
- Annovi A
- Antel C
- Anthony MT
- Antipov E
- Antonelli M
- Anulli F
- Aoki M
- Aoki T
- Aparisi Pozo JA
- Aparo MA
- Aperio Bella L
- Appelt C
- Apyan A
- Aranzabal N
- Arbiol Val SJ
- Arcangeletti C
- Arce ATH
- Arena E
- Arguin J-F
- Argyropoulos S
- Arling J-H
- Arnaez O
- Arnold H
- Artoni G
- Asada H
- Asai K
- Asai S
- Asbah NA
- Assahsah J
- Assamagan K
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- Zhemchugov A
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- Zwalinski L
- Åkesson TPA
- Öncel ÖO
- Ženiš T
- Živković L
- Publication venue
- 'IOP Publishing'
- Publication date
- 01/02/2024
- Field of study
This paper presents the electron and photon energy calibration obtained with the ATLAS detector using 140 fb-1 of LHC proton-proton collision data recorded at √(s) = 13 TeV between 2015 and 2018. Methods for the measurement of electron and photon energies are outlined, along with the current knowledge of the passive material in front of the ATLAS electromagnetic calorimeter. The energy calibration steps are discussed in detail, with emphasis on the improvements introduced in this paper. The absolute energy scale is set using a large sample of Z-boson decays into electron-positron pairs, and its residual dependence on the electron energy is used for the first time to further constrain systematic uncertainties. The achieved calibration uncertainties are typically 0.05% for electrons from resonant Z-boson decays, 0.4% at ET ∼ 10 GeV, and 0.3% at ET ∼ 1 TeV; for photons at ET ∼ 60 GeV, they are 0.2% on average. This is more than twice as precise as the previous calibration. The new energy calibration is validated using J/ψ → ee and radiative Z-boson decays
Accuracy versus precision in boosted top tagging with the ATLAS detector
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- Fawcett WJ
- Fayard L
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- Fedin OL
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- Feng Z
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- Ferrando J
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- Filho LEB
- Filipčič A
- Filmer EK
- Filthaut F
- Fiolhais MCN
- Fiorini L
- Fisher WC
- Fitschen T
- Fitzhugh PM
- Fleck I
- Fleischmann P
- Flick T
- Flores CAA
- Flores M
- Follega FM
- Fomin N
- Foo JH
- Formica A
- Forti AC
- Fortin E
- Fortman AW
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- García C
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- Gardner RW
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- Garzon GOY
- Gassmann VK
- Gaudio G
- Gautam V
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- Gentry AD
- George S
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- Geyik ME
- Ghani M
- Ghazali YE
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- Gingrich DM
- Giordani MP
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- Go Y
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- Zhemchugov A
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- Zorbas TG
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- Zou W
- Zwalinski L
- Åkesson TPA
- Öncel ÖO
- Ženiš T
- Živković L
- Publication venue
- IOP Publishing
- Publication date
- 01/08/2024
- Field of study
Abstract
The identification of top quark decays where the top quark has a large momentum transverse to the beam axis, known as top tagging, is a crucial component in many measurements of Standard Model processes and searches for beyond the Standard Model physics at the Large Hadron Collider.
Machine learning techniques have improved the performance of top tagging algorithms, but the size of the systematic uncertainties for all proposed algorithms has not been systematically studied.
This paper presents the performance of several machine learning based top tagging algorithms on a dataset constructed from simulated proton-proton collision events measured with the ATLAS detector at √
s
= 13 TeV.
The systematic uncertainties associated with these algorithms are estimated through an approximate procedure that is not meant to be used in a physics analysis, but is appropriate for the level of precision required for this study.
The most performant algorithms are found to have the largest uncertainties, motivating the development of methods to reduce these uncertainties without compromising performance.
To enable such efforts in the wider scientific community, the datasets used in this paper are made publicly available.</jats:p
Combination and summary of ATLAS dark matter searches interpreted in a 2HDM with a pseudo-scalar mediator using 139 fb−1 of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si157.svg"><mml:mrow><mml:msqrt><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msqrt><mml:mo linebreak="goodbreak" linebreakstyle="after">=</mml:mo><mml:mn>13</mml:mn></mml:mrow></mml:math> TeV pp collision data
- Author
- Aad G
- Abbott B
- Abeling K
- Abicht NJ
- Abidi SH
- Aboulhorma A
- Abramowicz H
- Abreu H
- Abulaiti Y
- Abusleme Hoffman AC
- Acharya BS
- Adam Bourdarios C
- Adamczyk L
- Adamek L
- Addepalli SV
- Addison MJ
- Adelman J
- Adiguzel A
- Adye T
- Affolder AA
- Afik Y
- Agaras MN
- Agarwala J
- Aggarwal A
- Agheorghiesei C
- Agullo P Martinez
- Ahmad A
- Ahmadov F
- Ahmed WS
- Ahuja S
- Ai X
- Aielli G
- Aikot A
- Ait Tamlihat M
- Aitbenchikh B
- Aizenberg I
- Akbiyik M
- Akimov AV
- Akiyama D
- Akolkar NN
- Al Khoury K
- Alberghi GL
- Albert J
- Albicocco P
- Albouy GL
- Alderweireldt S
- Aleksa M
- Aleksandrov IN
- Alexa C
- Alexopoulos T
- Alfonsi F
- Algren M
- Alhroob M
- Ali B
- Ali HMJ
- Ali S
- Alibocus SW
- Aliev M
- Alimonti G
- Alkakhi W
- Allaire C
- Allbrooke BMM
- Allen JF
- Allendes Flores CA
- Allport PP
- Aloisio A
- Alonso F
- Alpigiani C
- Alvarez Estevez M
- Alvarez Fernandez A
- Alves Cardoso M
- Alves FL Lucio
- Alviggi MG
- Aly M
- Amaral Coutinho Y
- Ambler A
- Amelung C
- Amerl M
- Ames CG
- Amidei D
- Amor Dos Santos SP
- Amos KR
- Ananiev V
- Anastopoulos C
- Andeen T
- Anders JK
- Andrean SY
- Andreazza A
- Angelidakis S
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- Anisenkov AV
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- Voevodina E
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- Walder J
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- Warburton A
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- Zaazoua M
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- Zenin O
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- Zhang Z
- Zhao H
- Zhao P
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- Zhemchugov A
- Zheng J
- Zheng K
- Zheng X
- Zheng Z
- Zhong D
- Zhou B
- Zhou H
- Zhou N
- Zhou Y
- Zhu CG
- Zhu J
- Zhu Y
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- Zhuang X
- Zhukov K
- Zhulanov V
- Zimine NI
- Zinsser J
- Ziolkowski M
- Zoccoli A
- Zoch K
- Zorbas TG
- Zormpa O
- Zou W
- Zwalinski L
- Åkesson TPA
- Öncel ÖO
- Ženiš T
- Živković L
- Publication venue
- Elsevier BV
- Publication date
- 01/07/2024
- Field of study
Results from a wide range of searches targeting different experimental signatures with and without missing transverse momentum (
) are used to constrain a Two–Higgs-Doublet Model (2HDM) with an additional pseudo-scalar mediating the interaction between ordinary and dark matter (2HDM + a). The analyses use up to 139 fb−1 of proton–proton collision data at a centre-of-mass energy
TeV recorded with the ATLAS detector at the Large Hadron Collider during 2015–2018. The results from three of the most sensitive searches are combined statistically. These searches target signatures with large
and a leptonically decaying Z boson; large
and a Higgs boson decaying to bottom quarks; and production of charged Higgs bosons in final states with top and bottom quarks, respectively. Constraints are derived for several common and new benchmark scenarios in the 2HDM + a
- …