PyHEP.dev 2023 - "Python in HEP" Developer's Workshop

Name: PyHEP.dev 2023 - "Python in HEP" Developer's Workshop
Start: 2023-07-25T07:30:00-04:00
End: 2023-07-28T20:00:00-04:00
Location: Princeton University

25 Jul 2023, 07:30 → 28 Jul 2023, 20:00 America/New_York

PCTS, Princeton Center for Theoretical Science, fourth floor of Jadwin Hall (Princeton University)

PCTS, Princeton Center for Theoretical Science, fourth floor of Jadwin Hall

Princeton University

Description

PyHEP.dev is an in-person, informal workshop for developers of Python software in HEP to plan a coherent roadmap and make priorities for the upcoming year. It complements the PyHEP Online workshop, which is intended for both developers and physicists.

Both PyHEP workshops are supported by the HEP Software Foundation (HSF). Further information is on the PyHEP Working Group website.

The agenda will consist of morning kick-off talks and afternoon discussions, in which the discussion groups and topics are self-assigned. Pre-workshop organization is happening here, via GitHub Issues.

You are encouraged to register to the PyHEP WG Gitter channel and/or to the HSF forum to receive further information concerning the organisation of the workshop. Workshop updates and information will also be shared on the workshop Twitter in addition to email. Follow the workshop at @PyHEPConf.

Organising Committee

Eduardo Rodrigues - University of Liverpool (Chair)
Graeme A. Stewart - CERN
Jim Pivarski - Princeton University
Matthew Feickert - University of Wisconsin-Madison
Oksana Shadura - University of Nebraska-Lincoln

Local Administrative Support

Andrea Rubinstein - Princeton University
Maureen Carothers - Princeton University
Floe Fusin-Wischusen - Princeton University

This event is also kindly sponsored by the Python Software Foundation.

Contact

pyhep2023-organisation@cern.ch

Participants

Aman Goel
Lukas Heinrich
Marcel Rieger
Matthew Feickert
Peter Elmer
Peter Fackeldey
Raghav Kansal
Vassil Vasilev
+29

Tuesday 25 July
- 08:30 → 09:00
  
  Breakfast 30m
- 09:00 → 09:15
  
  Welcome slides 15m
  
  Welcome to PyHEP.dev!
- 09:15 → 10:30
  Kick-off talks
  
  Presentations by participants to get the conversations started
  
  Fare thee well!.pdf
  - 09:15
    
    Potential directions for coffea & scikit-hep 15m
    
    Speaker: Nick Smith (Fermi National Accelerator Lab. (US))
    
    abstract.txt
    
    ncsmith-pyhep.dev.pdf
  - 09:30
    
    Dask custom schedulers 10m
    
    Speaker: Benjamin Tovar Lopez (University of Notre Dame)
    
    abstract.txt
    
    btovar-pyhep-dev-2023.pdf
  - 09:40
    
    Introduction / Working towards fully differentiable analysis (Matthew Feickert) 15m
    
    Speaker: Matthew Feickert (University of Wisconsin Madison (US))
    
    abstract.txt
    
    feickert_pyhep-dev-2023_2023-07-25.pdf
    
    Intro talk: Working towards fully differentiable analysis
  - 09:55
    
    Introduction (Angus Hollands) 10m
    
    Speaker: Angus Hollands (Princeton University)
    
    abstract.txt
    
    Angus Hollands.pdf
  - 10:05
    
    Intro Talk (Gordon W.) 5m
    
    Speaker: Gordon Watts (University of Washington (US))
    
    abstract.txt
    
    Intro.pdf
    
    Intro.pptx
  - 10:10
    
    Introduction (Lindsey) / "Lindsey-stuff" 15m
    
    Speaker: Lindsey Gray (Fermi National Accelerator Lab. (US))
    
    abstract.txt
    
    LindseyIntro_PyHEP_25072023.pdf
  - 10:25
    
    Introduction (Mason Proffitt) 5m
    
    Speaker: Mason Proffitt (University of Washington (US))
    
    2023-07-25 PyHEP.dev introduction.pdf
    
    abstract.txt
- 10:30 → 11:00
  
  Coffee break 30m
- 11:00 → 11:30
  Kick-off talks
  
  Presentations by participants to get the conversations started
  
  Fare thee well!.pdf
  - 11:00
    
    Python-C++ JIT for better or worse? 5m
    
    Speaker: Ianna Osborne (Princeton University)
    
    abstract.txt
    
    Ianna-Osborne-introdction
  - 11:05
    
    Automatic Interoperability Between C++ and Python 15m
    
    Speaker: Baidyanath Kundu (Princeton University (US))
    
    abstract.txt
    
    Automatic Interop bw C-- n Python - PyHEP.dev.pdf
    
    Google Slides - Automatic Interop bw C++ n Python - PyHEP.dev
  - 11:20
    
    Training machines, training people 10m
    
    Speaker: Kilian Adriano Lieret (Princeton University (US))
    
    230725_pyhep.pdf
    
    abstract.txt
- 11:30 → 12:30
  
  Discussions: Vertical scaling: small-scale computations
  
  The main part of the workshop; planning sessions for Python projects
  
  HSF/PyHEP.dev-workshops/ Issue #3
- 12:30 → 13:30
  
  Lunch 1h
- 13:30 → 15:00
  
  Discussions: Horizontal scaling: large-scale workflows
  
  The main part of the workshop; planning sessions for Python projects
  
  HSF/PyHEP.dev-workshops/ Issue #3
- 15:00 → 15:30
  
  Coffee break 30m
- 15:30 → 17:15
  
  Discussions: Harmonizing UX and performance
  
  The main part of the workshop; planning sessions for Python projects
  
  HSF/PyHEP.dev-workshops/ Issue #3
- 18:00 → 20:00
  
  Reception (Joint with MODE) - Louis A. Simpson International Building - Atrium 2h
Wednesday 26 July
- 08:30 → 09:00
  
  Breakfast 30m
- 09:00 → 10:30
  Kick-off talks
  
  Presentations by participants to get the conversations started
  
  Fare thee well!.pdf
  - 09:00
    
    Statistical models, analysis workflows & automatic differentiation 15m
    
    Speaker: Alexander Held (University of Wisconsin Madison (US))
    
    20230725_pyhepdev_intro.pdf
    
    abstract.txt
  - 09:15
    
    Advancements and Challenges in Amplitude Analysis: A Rio Developer's Perspective 10m
    
    Speaker: Josue Molina (EAP Zamorano)
    
    abstract.txt
    
    JMolina_PyHEP-dev2023.pdf
  - 09:25
    
    Self-documenting model building and improved fitting performance with a Computer Algebra System 10m
    
    Speaker: Mr Remco De Boer
    
    abstract.txt
    
    ComPWA (online slides)
    
    ComPWA.pdf
  - 09:35
    
    Self Presentation and Interests (Massimiliano Galli ) 5m
    
    Speaker: Massimiliano Galli (ETH Zurich (CH))
    
    230723_PyHEP.pdf
    
    abstract.txt
  - 09:40
    
    Self Introduction and Interests (Manfred Peter Fackeldey) 5m
    
    Speaker: Manfred Peter Fackeldey (RWTH Aachen University (DE))
    
    abstract.txt
    
    self_intro_pyhepdev.pdf
  - 09:45
    
    GooFit -- an overview of the existing C++/CUDA functionality and its Python bindings 10m
    
    Speaker: Michael David Sokoloff (University of Cincinnati (US))
    
    abstract.txt
    
    Sokoloff_PyHepDev_26July2023.pdf
  - 09:55
    
    Statistical inference landscape: variety, performance and interoperability 15m
    
    Speaker: Jonas Eschle (University of Zurich (CH))
    
    abstract.txt
    
    fitting_backends_zfit_Jonas_Eschle.pdf
    
    hepstats quickstart
    
    phasespace example
    
    zfit tutorials
  - 10:10
    
    Quantum Machine Learning Approach 5m
    
    Speaker: Carlos Eduardo Cocha Toapaxi (Ruprecht Karls Universitaet Heidelberg)
    
    abstract.txt
    
    PyHEP_Carlos_Cocha.pdf
- 10:30 → 11:00
  
  Group photo! 30m
- 11:00 → 12:30
  
  Discussions: Generic fitting packages
  
  The main part of the workshop; planning sessions for Python projects
  
  HSF/PyHEP.dev-workshops/ Issue #3
- 12:30 → 13:30
  
  Lunch 1h
- 13:30 → 14:50
  
  Discussions: Services for fitting
  
  The main part of the workshop; planning sessions for Python projects
  
  HSF/PyHEP.dev-workshops/ Issue #3
- 14:50 → 15:20
  
  Coffee break 30m
- 15:20 → 17:30
  
  Discussions: Automatic differentiation (AD)
  
  The main part of the workshop; planning sessions for Python projects
  
  HSF/PyHEP.dev-workshops/ Issue #3
Thursday 27 July
- 08:30 → 09:00
  
  Breakfast 30m
- 09:00 → 11:00
  Kick-off talks
  
  Presentations by participants to get the conversations started
  
  Fare thee well!.pdf
  - 09:00
    
    Introduction (Ioana Ifrim) 5m
    
    Speaker: Ioana Ifrim (Princeton University (US))
    
    abstract.txt
    
    Ioana_Ifrim_PyHEP-dev_2023.pdf
  - 09:05
    
    Using HDF5 as an alternative to ROOT files 10m
    
    Speaker: Matthew Bellis (Cornell University/Siena College (US))
    
    abstract.txt
    
    PyHEP.dev 2023 - Introduction and… Using HDF5 as an alternative to ROOT files (2).pdf
  - 09:15
    
    Introduction (Nikolai Hartmann) 5m
    
    Speaker: Nikolai Hartmann (Ludwig Maximilians Universitat (DE))
    
    abstract.txt
    
    nikolai_intro_pyhep.dev-2023.pdf
  - 09:20
    
    Optimizing data access with compute offloading, fast hardware-accelerated data transport, and modern query languages 15m
    
    Speaker: Jayjeet Chakraborty (UC Santa Cruz)
    
    abstract.txt
    
    Jayjeet-PyHEP.dev.pdf
  - 09:35
    
    Instrument control library and server for detector construction and testing 10m
    
    Speaker: Clemens Lange (Paul Scherrer Institute (CH))
    
    20230727_PyHEPdev_LangeClemens.pdf
    
    abstract.txt
  - 09:45
    
    Analysis@FCC 10m
    
    Speaker: Juraj Smiesko (CERN)
    
    abstract.txt
    
    Analysis@FCC
    
    Analysis@FCC.pdf
  - 09:55
    
    Python, Pythia8, and Pythia8-Contrib 15m
    
    Speaker: Philip Ilten (University of Cincinnati (US))
    
    abstract.txt
    
    ilten.pdf
  - 10:10
    
    Analysis Grand Challenge & Coffea-Casa analysis facility as a test environment for packages and services 10m
    
    Speaker: Oksana Shadura (University of Nebraska Lincoln (US))
    
    abstract.txt
    
    pyhep_coffea_casa.pdf
  - 10:20
    
    Marcel Rieger - Introduction 5m
    
    Speaker: Marcel Rieger (Hamburg University (DE))
    
    2023-07-27_pyhepdev_intro.pdf
  - 10:25
    
    Introduction (Raghav Kansal) 5m
    
    Speaker: Raghav Kansal (Univ. of California San Diego (US))
    
    27_07_23_pyhepdev.pdf
    
    abstract.txt
  - 10:30
    
    Introduction (Aman Goel) 10m
    
    Speaker: Aman Goel (The University of Manchester)
    
    abstract.txt
    
    PyHEP.dev - Aman Goel.pdf
- 11:00 → 11:30
  
  Coffee break 30m
- 11:30 → 12:30
  
  Discussions: Are you achieving your goals for this workshop?
  
  The main part of the workshop; planning sessions for Python projects
  
  HSF/PyHEP.dev-workshops/ Issue #3
- 12:30 → 13:30
  
  Lunch 1h
- 13:30 → 15:15
  
  Discussions: Small group discussions
  
  The main part of the workshop; planning sessions for Python projects
  
  HSF/PyHEP.dev-workshops/ Issue #3
- 15:15 → 15:45
  
  Coffee break 30m
- 15:45 → 16:30
  
  Discussions: Regroup and discuss summaries of small groups
  
  The main part of the workshop; planning sessions for Python projects
  
  HSF/PyHEP.dev-workshops/ Issue #3
- 16:30 → 17:30
  
  Discussions: Documentation and training
  
  The main part of the workshop; planning sessions for Python projects
  
  HSF/PyHEP.dev-workshops/ Issue #3
- 18:45 → 20:45
  
  BBQ dinner at the Palmer House 2h
Friday 28 July
- 08:30 → 09:00
  
  Breakfast 30m
- 09:00 → 10:30
  
  Kick-off talks: Closing talk
  
  Presentations by participants to get the conversations started
  
  Fare thee well!.pdf
- 10:30 → 11:00
  
  Coffee break 30m
- 11:00 → 12:30
  
  Discussions
  
  The main part of the workshop; planning sessions for Python projects
  
  HSF/PyHEP.dev-workshops/ Issue #3
- 12:30 → 13:30
  
  Lunch 1h

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PyHEP.dev 2023 - "Python in HEP" Developer's Workshop

PCTS, Princeton Center for Theoretical Science, fourth floor of Jadwin Hall

Princeton University

Organising Committee

Local Administrative Support