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

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


        : Sessions
    /     : Talks
        : Breaks
1 Jul 2024
2 Jul 2024
3 Jul 2024
4 Jul 2024
AM
PM
14:00
Plenary Session Monday - Eduardo Rodrigues (University of Liverpool (GB)) Nikolai Hartmann (Ludwig Maximilians Universitat (DE)) (until 16:00) ()
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. - Tristan Fillinger (KEK / IPNS) Cyrille Praz   ()
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 ---
16:30
Plenary Session Monday - Matthew Feickert (University of Wisconsin Madison (US)) Graeme A Stewart (CERN) (until 18:00) ()
16:30 b2luigi — bringing batch 2 luigi! - Jonas Eppelt (Karlsruher Insititute of Technology (KIT)) Alexander Heidelbach   ()
17:00 The New PDG Python API - Juerg Beringer (Lawrence Berkeley National Laboratory (LBNL)) Matt Kramer (Lawrence Berkeley National Laboratory)   ()
14:00
Plenary Session Tuesday - Graeme A Stewart (CERN) Nikolai Hartmann (Ludwig Maximilians Universitat (DE)) (until 16:00) ()
14:00 Multi-scale cross-attention transformer encoder for event classification - Dr 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 ---
16:30
Plenary Session Tuesday - Matthew Feickert (University of Wisconsin Madison (US)) Eduardo Rodrigues (University of Liverpool (GB)) (until 18:00) ()
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))   ()
14:00
Plenary Session Wednesday - Eduardo Rodrigues (University of Liverpool (GB)) Jim Pivarski (Princeton University) (until 16:00) ()
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 ---
16:30
Plenary Session Wednesday - Eduardo Rodrigues (University of Liverpool (GB)) Graeme A Stewart (CERN) (until 18:00) ()
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))   ()
14:00
Plenary Session Thursday - Eduardo Rodrigues (University of Liverpool (GB)) Jim Pivarski (Princeton University) (until 16:00) ()
14:00 Metaheuristic optimization for artificial neural networks and deep learning architectures - Prof. 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))   ()