Contributions in the Atlas@Clermont team

List of publications (documents before 2012 are not shown) →all

• L. Vaslin et al, GAN-AE : An anomaly detection algorithm for New Physics search in LHC data, (arXiv:2305.15179)
• L. Vaslin et al, Fitting the BumpHunter test statistic distribution and global p-value estimation, (arXiv:2211.07446)
• L. Vaslin et al, pyBumpHunter: A model independent bump hunting tool in Python for High Energy Physics analyses, SciPost Phys. Codebases 15 (2023) (arXiv:2208.14760)
• A. Stakia et al, Advanced Multi-Variate Analysis Methods for New Physics Searches at the Large Hadron Collider, RIP 7 (2021) 100063 (arXiv:2105.07530)
• G. Kasieczka et al, The LHC Olympics 2020: A Community Challenge for Anomaly Detection in High Energy Physics, Reports on Progress in Physics (arxiv:2101.08320)
• ATLAS Collaboration, ATLAS b-jet identification performance and efficiency measurement with tt̄ events in pp collisions at √s=13 TeV, EPJC 79 (2019) 970 (arXiv:1907.05120)
• ATLAS Collaboration, Search for vector-boson resonances decaying to a top quark and bottom quark in the lepton plus jets final state in pp collisions at √s=13 TeV with the ATLAS detector, PLB 788 (2019) 347 (arXiv:1807.10473)
• ATLAS Collaboration, Search for charged Higgs bosons in the H^±→tb decay channel in pp collisions at √s=8 TeV using the ATLAS detector, JHEP 03 (2016) 127 (arXiv:1512.03704)
• ATLAS Collaboration, Search for W'->tb̄ in the lepton plus jets final state in proton-proton collisions at a centre-of-mass energy of √s= 8 TeV with the ATLAS detector, PLB 743 (2015) 235-255 (arXiv:1410.4103)
• ATLAS Collaboration, Search for invisible particles produced in association with single-top-quarks in proton-proton collisions at √s= 8 TeV with the ATLAS detector, EPJC (2015) 75:79 (arXiv:1410.5404)
• ATLAS Collaboration, Measurement of the t-channel single top-quark production cross section in pp collisions at √s = 7 TeV with the ATLAS detector, PLB 717 (2012) 330-350

List of public notes →all

• X. Cid Vidal et al, Beyond the Standard Model Physics at the HL-LHC and HE-LHC , arXiv:1812.07831
• ATLAS Collaboration, Prospects for searches for heavy Z' and W' bosons in fermionic final states with the ATLAS experiment at the HL-LHC, ATL-PHYS-PUB-2018-044
• AMVA4NewPhysics ITN, Report on a Statistical Learning method for Model-Independent searches for New Physics, AMVA4NewPhysics-D4.2
• ATLAS Collaboration, Combination of cross-section measurements for associated production of a single top-quark and a W boson at √s =8 TeV with the ATLAS and CMS experiments , ATLAS-CONF-2014-052
• ATLAS Collaboration, Combination of single top-quark cross-section measurements in the t-channel at √s=8 TeV with the ATLAS and CMS experiments, ATLAS-CONF-2013-098
• ATLAS Collaboration, Search for W' -> tb̄ in proton-proton collisions at a centre-of-mass energy of √s=8 TeV with the ATLAS detector, ATLAS-CONF-2013-050

Talks or posters in conferences →all

• Search for New Physics using semi-supervised ML techniques, Talk,
  IN2P3/IRFU ML

  IN2P3/IRFU Machine Learning workshop
  Lyon, 22-23 janvier 2020
• Single top-quark production cross section at LHC in ATLAS, Talk,
  PASCOS2013

  19th International Symposium on Particles
  Strings and Cosmology, Taipei, Taiwan , 20-26 novembre 2013
• Single top production in ATLAS+CMS, Talk,
  LHC France 2013

  LHC France
  Annecy, 2-6 avril 2013

Responsibilities in the ATLAS collaboration

Current responsibilities →all

• January 2022-...: Search for tt̄ H/A in tttt with one or 2 OS leptons using Run 2 data editorial board (member)

Past responsibilities →all

• December 2020-January 2021: Search for tt̄ resonances to dilepton analysis editorial board (member)
• April 2015-August 2018: W' to tb̄ analysis at 13 TeV (contact, editor) article
• March 2017-June 2018: Single-top Wt-tt̄ interference at 13 TeV editorial board (member) article
• April 2015-August 2017: Single-top t-channel cross-section analysis editorial board (member) article
• January 2016-June 2017: Single-top combined cross section analysis editorial board (member)
• January 2011-December 2015: Top LHC working group (member)
• November 2012-March 2015: W' to tb̄ analysis at 8 TeV (contact, editor) conf article
• October 2010-September 2011: Single top analysis group (convener)

Supervision of students

Ph.D. students →all

• E. Mayer, Development of innovative statistical learning methods for the search of new physics signatures in the ATLAS detector at the LHC , ongoing since October 2023, directed by J. Donini, S. Calvet
• I. Dinu, NSW trigger processor performance studies and search for new physics phenomena using machine learning methods in the ATLAS experiment at the LHC (co-tutelle avec Bucarest IFIN-HH), November 2022, directed by C. Alexa (IFIN-HH), J. Donini
• L. Vaslin, Search for New Physics with the ATLAS experiment using unsupervised and semi-supervised Machine Learning techniques
  (financement I-Site CAP2025), October 2022, directed by J. Donini, V. Barra (LIMOS)
• E. Nibigira, Recherche d'un boson massif W' se désintégrant en un quark top et un quark b avec le détecteur ATLAS au LHC
  (co-financement de la Région Auvergne-Rhône-Alpes), November 2019, directed by J. Donini, R. Madar
• F. Jimenez Morales, Model independent searches for New Physics using Machine Learning at the ATLAS experiment
  (financement Marie Curie), September 2019, directed by J. Donini
• G. Gilles, Recherche de résonances W'→tb̄ dans le canal lepton plus jets avec le détecteur ATLAS au LHC, May 2015, directed by J. Donini

Undergraduate students →all

• Florentin Deltell (M2 Particules et univers, Université Clermont Auvergne), Search for new physics signatures in the data collected by the ATLAS experiment using unsupervised machine learning methods, February-June 2023
• Ourida Hanachi (M1 Physique Fondamentale et Applications, Université Clermont Auvergne), Machine learning methods for supervised and un-supervised searches for new physics at the LHC, April-June 2021
• Ioan Dinu (Master in Theoretical and Computational Physics, Université de Bucarest (Roumanie)), Recherche d'anomalie au LHC avec des méthodes semi-supervisées, March-May 2019
• Louis Vaslin (M2 Particules et univers, Université Clermont Auvergne), Amélioration de la sensibilité de la recherche de W' avec des approches multi-variables, February-June 2019
• Louis Vaslin (M1 Physique Fondamentale et Applications, Université Clermont Auvergne), Recherche de nouvelle physique avec l'expérience ATLAS au HL-LHC, April-June 2018
• Saredo Mahmoud Hassan (M1 Physique, Université Clermont Auvergne), Développement de méthodes d'analyse statistique au LHC, April-June 2017
• Louis Franck (M2 Physique des particules, Université Blaise Pascal), Recherche de résonances lourdes dans la physique du quark top, February-June 2015
• Maxime Vernet (M1 Physique, Université Blaise Pascal), Recherche de nouvelle physique dans les événements single-top, April-June 2014
• Geoffrey Gilles (M2 Physique Subatomique, Université Blaise Pascal), Recherche de nouvelle physique (W'), February-June 2012