Name: Polarized Perspectives: Tagging and Learning in the SM
Start: 2025-02-20T09:00:00+01:00
End: 2025-02-21T17:00:00+01:00
Location: No location set

Polarized Perspectives: Tagging and Learning in the SM

from Thursday, 20 February 2025 (09:00) to Friday, 21 February 2025 (17:00)

Monday, 17 February 2025
Tuesday, 18 February 2025
Wednesday, 19 February 2025
Thursday, 20 February 2025
09:25 Local Information - Robert Schoefbeck (Austrian Academy of Sciences (AT))
Local Information
- Robert Schoefbeck (Austrian Academy of Sciences (AT))
09:25 - 09:30
09:30 Jet substructure / flavor tagging
09:30 - 10:30
Contributions

09:30 ML techniques for reconstruction developed and used for the future CMS High Granularity Calorimeter - Shamik Ghosh (Centre National de la Recherche Scientifique (FR))

10:00 Progress towards sample generation (+discussion?) - Karolos Potamianos (University of Warwick (GB))
10:30 Break: Coffee
Coffee
10:30 - 11:00
11:00 Applications of ML techniques
11:00 - 12:30
Contributions

11:00 Search for a heavy resonance decaying into a Z and a Higgs boson - Andrea Malara (Universite Libre de Bruxelles (BE))

11:30 Search for diresonant new physics in a final state comprising a gluon and two hadronically decaying W bosons - Antonis Agapitos (Peking University (CN)) Antonis Agapitos

12:00 Discussion - Alessandra Cappati (Universite Catholique de Louvain (UCL) (BE)) Karolos Potamianos (University of Warwick (GB))
12:30 Lunch

12:30 - 14:00
14:00 Applications of ML techniques
14:00 - 15:30
Contributions

14:00 VH, H->bb/cc analyses in ATLAS - Romain Bouquet (INFN - University of Genova (Italy))

14:30 Boosted b/c-tagging techniques in ATLAS - Jackson Barr (UCL)

15:00 Machine-learning VH-bb EFT effects in CMS - Suman Chatterjee (Deutsches Elektronen-Synchrotron (DE))
15:30 Break: Coffee
Coffee
15:30 - 16:00
16:00 Nonstandard (EEEC and FSM)
16:00 - 18:00
Contributions

16:00 Energy correlators in top quarks (+ multibosons) - Dennis Schwarz (Austrian Academy of Sciences (AT))

16:30 The FMS mechanism in multi-boson processes - Axel Torsten Maas (University of Graz)
Friday, 21 February 2025
09:30 Time assisted reconstruction
09:30 - 11:05
Contributions

09:30 Introduction - Valentina Cairo (CERN)

09:35 Track reconstruction with timing in ATLAS during the HL-LHC for Run 4 and beyond - Lorenzo Santi (CERN)

10:05 Track reconstruction with timing in CMS during HL-LHC [remote] - Ksenia de Leo (INFN Trieste (IT)) Fabio Cossutti (Universita e INFN Trieste (IT))

10:35 4D Tracking & Vertexing with ACTS - Pierfrancesco Butti (CERN)
11:05 Break: Coffee
Coffee
11:05 - 11:30
11:30 Polarisation
11:30 - 13:00
Contributions

11:30 Polarised boson tagging at the LHC with machine-learning methods - Michele Grossi (CERN)

12:00 Presentation on quantum-entanglement measurements at the LHC - Federica Fabbri (Universita e INFN, Bologna (IT))

12:30 Simulation tools for polarised bosons - Richard Ruiz (Institute of Nuclear Physics (IFJ) PAN)
13:00 Break: Lunch
Lunch
13:00 - 14:00