PyHEP 2020 (virtual) Workshop

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


        : Sessions
    /     : Talks
        : Breaks
Jul 13, 2020
Jul 14, 2020
Jul 15, 2020
Jul 16, 2020
Jul 17, 2020
AM
8:00 AM
Welcome & Analysis fundamentals - Eduardo Rodrigues (University of Liverpool (GB)) Graeme A Stewart (CERN) (until 11:25 AM) ()
8:00 AM Welcome and workshop overview - Eduardo Rodrigues (University of Liverpool (GB))   ()
8:10 AM Uproot & Awkward Arrays (TUTORIAL) - Jim Pivarski (Princeton University)   ()
9:10 AM --- BREAK ---
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 - Maciej Witold Majewski (AGH University of Science and Technology (PL)) Mr Jakub Kowalski   ()
8:00 AM
Analysis fundamentals & analysis platforms - Peter Onyisi (University of Texas at Austin (US)) Benjamin Krikler (University of Bristol (GB)) (until 11:25 AM) ()
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 - Stefan Wunsch (KIT - Karlsruhe Institute of Technology (DE)) Enric Tejedor Saavedra (CERN)   ()
9:10 AM resample: use the bootstrap and jackknife from Python - Hans Peter Dembinski (Max-Planck-Institute for Nuclear Physics, Heidelberg)   ()
9:40 AM --- BREAK ---
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))   ()
8:00 AM
Analysis platforms & automatic differentiation - Graeme A Stewart (CERN) Eduardo Rodrigues (University of Liverpool (GB)) (until 11:00 AM) ()
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))   ()
9:15 AM --- BREAK ---
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))   ()
8:00 AM
Fitting & statistics - Benjamin Krikler (University of Bristol (GB)) Eduardo Rodrigues (University of Liverpool (GB)) (until 11:15 AM) ()
8:00 AM Model building and statistical inference with zfit and hepstats (TUTORIAL) - Matthieu Marinangeli (EPFL - Ecole Polytechnique Federale Lausanne (CH)) Jonas Eschle (Universitaet Zuerich (CH))   ()
8:45 AM SModelS – a tool for interpreting simplified-model results from the LHC - Wolfgang Waltenberger (Austrian Academy of Sciences (AT))   ()
9:15 AM --- BREAK ---
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))   ()
8:00 AM
HEP analysis ecosystem & performance - Hans Peter Dembinski (Max-Planck-Institute for Nuclear Physics, Heidelberg) Eduardo Rodrigues (University of Liverpool (GB)) (until 11:00 AM) ()
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))   ()
9:30 AM --- BREAK ---
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)   ()
PM
5:00 PM
Welcome & Analysis platforms - Matthew Feickert (Univ. Illinois at Urbana Champaign (US)) (until 6:35 PM) ()
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))   ()
5:00 PM
Analysis platforms - Matthew Feickert (Univ. Illinois at Urbana Champaign (US)) Jim Pivarski (Princeton University) (until 7:00 PM) ()
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)   ()
5:00 PM
Performance - Matthew Feickert (Univ. Illinois at Urbana Champaign (US)) Jim Pivarski (Princeton University) (until 6:00 PM) ()
5:00 PM High-performance Python (TUTORIAL) - Henry Fredrick Schreiner (Princeton University)   ()
5:00 PM
Fitting & statistics - Mariel Pettee (Yale University (US)) Jim Pivarski (Princeton University) (until 6:15 PM) ()
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))   ()
5:00 PM
Analysis systems - Jim Pivarski (Princeton University) Matthew Feickert (Univ. Illinois at Urbana Champaign (US)) (until 6:15 PM) ()
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)   ()