Name: PyHEP 2020 (virtual) Workshop
Start: 2020-07-13T08:00:00-05:00
End: 2020-07-17T18:15:00-05:00
Location: No location set

PyHEP 2020 (virtual) Workshop

from Monday, July 13, 2020 (8:00 AM) to Friday, July 17, 2020 (6:15 PM)

Monday, July 13, 2020
8:00 AM
8:00 AM - 11:25 AM
Contributions

8:00 AM Welcome and workshop overview - Eduardo Rodrigues (University of Liverpool (GB))

8:10 AM Uproot & Awkward Arrays (TUTORIAL) - Jim Pivarski (Princeton University)

9:40 AM The NanoEvents object - Nick Smith (Fermi National Accelerator Lab. (US))

10:10 AM Jagged physics data analysis with numba, awkward and uproot on a GPU (TUTORIAL) - Joosep Pata (California Institute of Technology (US))

10:55 AM TITANIA - how to structure detector monitoring - Jakub Kowalski Maciej Witold Majewski (AGH University of Science and Technology (PL))
5:00 PM
5:00 PM - 6:35 PM
Contributions

5:00 PM Welcome and workshop overview - Jim Pivarski (Princeton University)

5:10 PM Rubin Observatory: The software behind the science - Nate Lust

5:50 PM Ganga: flexible use of of virtualisation for user based large scale computations (TUTORIAL) - Ulrik Egede (Monash University (AU))
Tuesday, July 14, 2020
8:00 AM
8:00 AM - 11:25 AM
Contributions

8:00 AM Python & HEP: a perfect match, in theory - David Straub (Lilium GmbH, Munich)

8:40 AM A new PyROOT for ROOT 6.22 - Enric Tejedor Saavedra (CERN) Stefan Wunsch (KIT - Karlsruhe Institute of Technology (DE))

9:10 AM resample: use the bootstrap and jackknife from Python - Hans Peter Dembinski (Max-Planck-Institute for Nuclear Physics, Heidelberg)

10:10 AM Design Pattern for Analysis Automation on Interchangeable, Distributed Resources using Luigi Analysis Workflows - Marcel Rieger (CERN)

10:40 AM ServiceX: On-Demand Data Transformation and Delivery for the Present and HL-LHC Era - Kyungeon Choi (University of Texas at Austin (US))
5:00 PM
5:00 PM - 7:00 PM
Contributions

5:00 PM A prototype U.S. CMS analysis facility (TUTORIAL) - Oksana Shadura (University of Nebraska Lincoln (US))

5:45 PM Integrating Coffea and Work Queue - Cami Carballo (University of Notre Dame)
Wednesday, July 15, 2020
8:00 AM
8:00 AM - 11:00 AM
Contributions

8:00 AM Columnar Analysis at Scale with Coffea (TUTORIAL) - Mat Adamec (University of Nebraska Lincoln (US))

8:45 AM High Granularity Calorimeter (HGCAL) test beam analysis using Jupyter notebooks - Matteo Bonanomi (LLR, Ecole Polytechnique (FR))

9:45 AM Introduction to automatic differentiation (TUTORIAL) - Lukas Alexander Heinrich (CERN)

10:30 AM neos: physics analysis as a differentiable program - Nathan Daniel Simpson (Lund University (SE))
5:00 PM
5:00 PM - 6:00 PM
Contributions

5:00 PM High-performance Python (TUTORIAL) - Henry Fredrick Schreiner (Princeton University)
Thursday, July 16, 2020
8:00 AM
8:00 AM - 11:15 AM
Contributions

8:00 AM Model building and statistical inference with zfit and hepstats (TUTORIAL) - Jonas Eschle (Universitaet Zuerich (CH)) Matthieu Marinangeli (EPFL - Ecole Polytechnique Federale Lausanne (CH))

8:45 AM SModelS – a tool for interpreting simplified-model results from the LHC - Wolfgang Waltenberger (Austrian Academy of Sciences (AT))

9:45 AM Tensorflow-based Maximum Likelihood fits for High Precision Standard Model Measurements at CMS - Josh Bendavid (CERN)

10:15 AM iminuit: Past and Future - Hans Peter Dembinski (Max-Planck-Institute for Nuclear Physics, Heidelberg)

10:45 AM zfit - TensorFlow 2.0: dynamic and compiled HPC - Jonas Eschle (Universitaet Zuerich (CH))
5:00 PM
5:00 PM - 6:15 PM
Contributions

5:00 PM Machine learning technique for signal-background separation of nuclear interaction vertices in the CMS detector - Anna Kropivnitskaya (The University of Kansas (US))

5:30 PM pyhf: Accelerating analyses and preserving likelihoods (TUTORIAL) - Matthew Feickert (Univ. Illinois at Urbana Champaign (US))
Friday, July 17, 2020
8:00 AM
8:00 AM - 11:00 AM
Contributions

8:00 AM The boost-histogram package - Hans Peter Dembinski (Max-Planck-Institute for Nuclear Physics, Heidelberg) Henry Fredrick Schreiner (Princeton University)

8:30 AM Providing Python Bindings For Complex and Feature-Rich C and C++ Libraries - Martin Schwinzerl (University of Graz (AT))

9:00 AM Integrating GPU libraries for fun and profit - Adrian Oeftiger (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE))

10:00 AM mplhep: bridging Matplotlib and HEP - Andrzej Novak (RWTH Aachen (DE))

10:30 AM ROOT preprocessing pipeline for machine learning with TensorFlow - Matthias Komm (CERN)
5:00 PM
5:00 PM - 6:15 PM
Contributions

5:00 PM Integrated Data Acquisition in Python - Charles Burton (University of Texas at Austin (US))

5:30 PM ThickBrick: Optimal event selection and categorization in high energy physics (TUTORIAL) - Prasanth Shyamsundar (University of Florida)

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