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, July 20, 2020 (2:00 PM) to Friday, July 24, 2020 (6:00 PM)

Monday, July 20, 2020
3:00 PM Session 1: New techniques
New techniques
3:00 PM - 5:00 PM
Contributions

3:00 PM Welcome - Andreas Hinzmann (Hamburg University (DE)) Roman Kogler (Hamburg University (DE))

3:10 PM Advances in jet substructure techniques (including ML) - Reina Coromoto Camacho Toro (Centre National de la Recherche Scientifique (FR))

4:10 PM Theoretical advances in jet substructure (including ML) - Simone Marzani (Università di Genova and INFN Genova)
5:00 PM Session 6: Discussion session
Discussion session
5:00 PM - 6:00 PM
Contributions

5:00 PM Quantum information and entanglement with top quarks at the LHC

5:00 PM Disentangling Boosted Higgs Boson Production Modes with Machine Learning

5:00 PM Anomaly Awareness for new physics searches

5:00 PM ML approach to VBF event topology classification: Recurrent Neural Network based on jets information - Antonio Giannini (Universita e sezione INFN di Napoli (IT))
Tuesday, July 21, 2020
3:00 PM Session 2: Measurements and Calculations
Measurements and Calculations
3:00 PM - 5:00 PM
Contributions

3:00 PM Substructure measurements - Christine Angela McLean (SUNY Buffalo)

4:00 PM Substructure calculations and modelling - Ian James Moult
5:00 PM Session 6: Discussion session
Discussion session
5:00 PM - 6:00 PM
Contributions

5:00 PM Towards Machine Learning Analytics for Jet Substructure

5:00 PM Multi-Differential and Unbinned Measurements of Hadronic Event Shapes in e+e- Collisions at sqrt(s)=91 GeV from ALEPH Open Data

5:00 PM Groomed jet mass as a direct probe of collinear parton dynamics

5:00 PM Calculation for Non-global Logarithms with Neural Networks

5:00 PM Search for Boosted Higgs decaying into bottom quark pairs in CMS

5:00 PM A Robust Measure of Event Isotropy at Colliders

5:00 PM Measurement of boosted top quark pair production
Wednesday, July 22, 2020
3:00 PM Session 3: Heavy Ions
Heavy Ions
3:00 PM - 5:00 PM
Contributions

3:00 PM CANCELED (Theoretical advances in jet substructure for heavy ion physics) - Guilherme Milhano (LIP-Lisbon & CERN TH)

4:00 PM Experimental advances in jet substructure for heavy ion physics - Marta Verweij (Nikhef National institute for subatomic physics (NL))
5:00 PM Session 6: Discussion session
Discussion session
5:00 PM - 6:00 PM
Contributions

5:00 PM Measurement of suppression of large-radius jets and its dependence on substructure in Pb+Pb with ATLAS - Martin Krivos (Charles University (CZ))
Thursday, July 23, 2020
3:00 PM Session 4: Taggers
Taggers
3:00 PM - 5:00 PM
Contributions

3:00 PM Performance of jet reconstruction and tagging in ATLAS - Steven Schramm (Universite de Geneve (CH))

4:00 PM Performance of jet substructure taggers in CMS - Loukas Gouskos (CERN)
5:00 PM Session 6: Discussion session
Discussion session
5:00 PM - 6:00 PM
Contributions

5:00 PM Pareto optimization for decorrelated taggers

5:00 PM Explainable AI for ML jet taggers using expert variables and layerwise relevance propagation

5:00 PM Machine Learning for Pion Identification and Energy Calibration with the ATLAS Detector - Dewen Zhong (Univ. Illinois at Urbana Champaign (US))
Friday, July 24, 2020
2:00 PM Session 5: Future
Future
2:00 PM - 6:00 PM
Contributions

2:00 PM Future colliders theory - Matthew Philip Mccullough (CERN)

3:00 PM BOOST related developments for LHC-Phase2, FCC/SPPC - Jennifer Kathryn Roloff (Brookhaven National Laboratory (US))

4:00 PM Discussion of BOOST contribution to Snowmass

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