Name: 12th International Workshop on Boosted Object Phenomenology, Reconstruction and Searches in HEP (BOOST 2020 webinars)
Start: 2020-07-20T14:00:00+02:00
End: 2020-07-24T18:00:00+02:00
Location: Online

12th International Workshop on Boosted Object Phenomenology, Reconstruction and Searches in HEP (BOOST 2020 webinars)

from Monday 20 July 2020 (14:00) to Friday 24 July 2020 (18:00)

Monday 20 July 2020
15:00 New techniques
New techniques
15:00 - 17:00
Contributions

15:00 Welcome - Andreas Hinzmann (Hamburg University (DE)) Roman Kogler (Hamburg University (DE))

15:10 Advances in jet substructure techniques (including ML) - Reina Coromoto Camacho Toro (Centre National de la Recherche Scientifique (FR))

16:10 Theoretical advances in jet substructure (including ML) - Simone Marzani (Università di Genova and INFN Genova)
17:00 Discussion session
Discussion session
17:00 - 18:00
Contributions

17:00 Quantum information and entanglement with top quarks at the LHC

17:00 Disentangling Boosted Higgs Boson Production Modes with Machine Learning

17:00 Anomaly Awareness for new physics searches

17:00 ML approach to VBF event topology classification: Recurrent Neural Network based on jets information - Antonio Giannini (Universita e sezione INFN di Napoli (IT))
Tuesday 21 July 2020
15:00 Measurements and Calculations
Measurements and Calculations
15:00 - 17:00
Contributions

15:00 Substructure measurements - Christine Angela McLean (SUNY Buffalo)

16:00 Substructure calculations and modelling - Ian James Moult
17:00 Discussion session
Discussion session
17:00 - 18:00
Contributions

17:00 Towards Machine Learning Analytics for Jet Substructure

17:00 Multi-Differential and Unbinned Measurements of Hadronic Event Shapes in e+e- Collisions at sqrt(s)=91 GeV from ALEPH Open Data

17:00 Groomed jet mass as a direct probe of collinear parton dynamics

17:00 Calculation for Non-global Logarithms with Neural Networks

17:00 Search for Boosted Higgs decaying into bottom quark pairs in CMS

17:00 A Robust Measure of Event Isotropy at Colliders

17:00 Measurement of boosted top quark pair production
Wednesday 22 July 2020
15:00 Heavy Ions
Heavy Ions
15:00 - 17:00
Contributions

15:00 CANCELED (Theoretical advances in jet substructure for heavy ion physics) - Guilherme Milhano (LIP-Lisbon & CERN TH)

16:00 Experimental advances in jet substructure for heavy ion physics - Marta Verweij (Nikhef National institute for subatomic physics (NL))
17:00 Discussion session
Discussion session
17:00 - 18:00
Contributions

17:00 Measurement of suppression of large-radius jets and its dependence on substructure in Pb+Pb with ATLAS - Martin Krivos (Charles University (CZ))
Thursday 23 July 2020
15:00 Taggers
Taggers
15:00 - 17:00
Contributions

15:00 Performance of jet reconstruction and tagging in ATLAS - Steven Schramm (Universite de Geneve (CH))

16:00 Performance of jet substructure taggers in CMS - Loukas Gouskos (CERN)
17:00 Discussion session
Discussion session
17:00 - 18:00
Contributions

17:00 Pareto optimization for decorrelated taggers

17:00 Explainable AI for ML jet taggers using expert variables and layerwise relevance propagation

17:00 Machine Learning for Pion Identification and Energy Calibration with the ATLAS Detector - Dewen Zhong (Univ. Illinois at Urbana Champaign (US))
Friday 24 July 2020
14:00 Future
Future
14:00 - 18:00
Contributions

14:00 Future colliders theory - Matthew Philip Mccullough (CERN)

15:00 BOOST related developments for LHC-Phase2, FCC/SPPC - Jennifer Kathryn Roloff (Brookhaven National Laboratory (US))

16:00 Discussion of BOOST contribution to Snowmass

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