Name: PyHEP 2024 - "Python in HEP" Users Workshop (online)
Start: 2024-07-01T14:00:00+02:00
End: 2024-07-04T23:00:00+02:00
Location: No location set

PyHEP 2024 - "Python in HEP" Users Workshop (online)

from Monday 1 July 2024 (14:00) to Thursday 4 July 2024 (23:00)

Monday 1 July 2024
14:00
14:00 - 16:00
Contributions

14:00 Welcome and workshop overview - Eduardo Rodrigues (University of Liverpool (GB))

14:10 Plothist: visualize and compare data in a scalable way and a beautiful style. - Cyrille Praz Tristan Fillinger (KEK / IPNS)

14:40 VLQcalc: a Python Module for Calculating Vector-like Quark Couplings - Ali Can Canbay (Ankara University (TR))

14:50 The two flavors of Python 3.13 - Henry Fredrick Schreiner (Princeton University)

15:20 The new Python client library of ServiceX, the novel data delivery system - Kyungeon Choi (University of Texas at Austin (US))
16:00 BREAK
BREAK
16:00 - 16:30
16:30
16:30 - 18:00
Contributions

16:30 b2luigi — bringing batch 2 luigi! - Alexander Heidelbach Jonas Eppelt (Karlsruher Insititute of Technology (KIT))

17:00 The New PDG Python API - Juerg Beringer (Lawrence Berkeley National Laboratory (LBNL)) Matt Kramer (Lawrence Berkeley National Laboratory)
Tuesday 2 July 2024
14:00
14:00 - 16:00
Contributions

14:00 Multi-scale cross-attention transformer encoder for event classification - Ahmed Hammad (KEK)

14:30 Reading RNTuple data with Uproot - Andres Rios-Tascon (Princeton University)

15:00 Distributed Columnar HEP analysis using coffea + dask - Iason Krommydas (Rice University (US))
16:00 BREAK
BREAK
16:00 - 16:30
16:30
16:30 - 18:00
Contributions

16:30 general model fitting with zfit and hepstats - Jonas Eschle (Syracuse University (US))

17:30 Recent developments and user contributions in zfit - Iason Krommydas (Rice University (US))
Wednesday 3 July 2024
14:00
14:00 - 16:00
Contributions

14:00 Quantum Machine Learning in High Energy Physics with Qibo - Matteo Robbiati (Università degli Studi e INFN Milano (IT))

15:00 RootInteractive tool for multidimensional statistical analysis, machine learning and analytical model validation - Marian I Ivanov (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE))

15:30 AwkwardArrays in Julia for High-Energy Physics Data Analysis - Ianna Osborne (Princeton University)
16:00 BREAK
BREAK
16:00 - 16:30
16:30
16:30 - 18:00
Contributions

16:30 Easy Columnar File Conversion with 'hepconvert' - Zoë Bilodeau (Princeton University (US))

17:00 A new SymPy backend for vector: uniting experimental and theoretical physicists - Saransh Chopra (Princeton University (US))
Thursday 4 July 2024
14:00
14:00 - 16:00
Contributions

14:00 Metaheuristic optimization for artificial neural networks and deep learning architectures - Davide Pagano (Universita di Brescia (IT))

14:30 Constructing model-agnostic likelihoods, a method for the reinterpretation of particle physics results - Lorenz Gärtner (LMU)

15:00 Checkpointing for long running Machine Learning Tasks - Jonas Eppelt (Karlsruher Insititute of Technology (KIT))

15:30 Workshop close-out - Eduardo Rodrigues (University of Liverpool (GB))

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