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

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)

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 sponsored by the National Science Foundation grant OAC-2103945 (Awkward Arrays) and Cooperative Agreement OAC-1836650 (Institute for Research and Innovation in Software (IRIS-HEP)) with support from the Princeton Institute for Computational Science and Engineering (PICSciE). Any opinions, findings, conclusions or recommendations expressed in this material are those of the developers and do not necessarily reflect the views of the National Science Foundation..

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

 

Book of the Notes

Decision-making about a common forum

Parallel dicussions

Tuesday 25 July

08:30 Breakfast

1 Welcome slides

Welcome to PyHEP.dev!

Kick-off talks

Presentations by participants to get the conversations started

Fare thee well!.pdf

2 Potential directions for coffea & scikit-hep

Speaker: Nick Smith (Fermi National Accelerator Lab. (US))

abstract.txt

ncsmith-pyhep.dev.pdf

3 Dask custom schedulers

Speaker: Benjamin Tovar Lopez (University of Notre Dame)

abstract.txt

btovar-pyhep-dev-2023.pdf

4 Introduction / Working towards fully differentiable analysis (Matthew Feickert)

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

5 Introduction (Angus Hollands)

Speaker: Angus Hollands (Princeton University)

abstract.txt

Angus Hollands.pdf

6 Intro Talk (Gordon W.)

Speaker: Gordon Watts (University of Washington (US))

abstract.txt

Intro.pdf

Intro.pptx

7 Introduction (Lindsey) / "Lindsey-stuff"

Speaker: Lindsey Gray (Fermi National Accelerator Lab. (US))

abstract.txt

LindseyIntro_PyHEP_25072023.pdf

8 Introduction (Mason Proffitt)

Speaker: Mason Proffitt (University of Washington (US))

2023-07-25 PyHEP.dev introduction.pdf

abstract.txt

10:30 Coffee break

Kick-off talks

Presentations by participants to get the conversations started

Fare thee well!.pdf

9 Python-C++ JIT for better or worse?

Speaker: Ianna Osborne (Princeton University)

abstract.txt

Ianna-Osborne-introdction

10 Automatic Interoperability Between C++ and Python

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 Training machines, training people

Speaker: Kilian Adriano Lieret (Princeton University (US))

230725_pyhep.pdf

abstract.txt

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 Lunch

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 Coffee break

Discussions: Harmonizing UX and performance

The main part of the workshop; planning sessions for Python projects

HSF/PyHEP.dev-workshops/ Issue #3

18:00 Reception (Joint with MODE) - Louis A. Simpson International Building - Atrium

Wednesday 26 July

08:30 Breakfast

Kick-off talks

Presentations by participants to get the conversations started

Fare thee well!.pdf

12 Statistical models, analysis workflows & automatic differentiation

Speaker: Alexander Held (University of Wisconsin Madison (US))

20230725_pyhepdev_intro.pdf

abstract.txt

13 Advancements and Challenges in Amplitude Analysis: A Rio Developer's Perspective

Speaker: Josue Molina (EAP Zamorano)

abstract.txt

JMolina_PyHEP-dev2023.pdf

14 Self-documenting model building and improved fitting performance with a Computer Algebra System

Speaker: Mr Remco De Boer

abstract.txt

ComPWA (online slides)

ComPWA.pdf

15 Self Presentation and Interests (Massimiliano Galli )

Speaker: Massimiliano Galli (ETH Zurich (CH))

230723_PyHEP.pdf

abstract.txt

16 Self Introduction and Interests (Manfred Peter Fackeldey)

Speaker: Manfred Peter Fackeldey (RWTH Aachen University (DE))

abstract.txt

self_intro_pyhepdev.pdf

17 GooFit -- an overview of the existing C++/CUDA functionality and its Python bindings

Speaker: Michael David Sokoloff (University of Cincinnati (US))

abstract.txt

Sokoloff_PyHepDev_26July2023.pdf

18 Statistical inference landscape: variety, performance and interoperability

Speaker: Jonas Eschle (University of Zurich (CH))

abstract.txt

fitting_backends_zfit_Jonas_Eschle.pdf

hepstats quickstart

phasespace example

zfit tutorials

19 Quantum Machine Learning Approach

Speaker: Carlos Eduardo Cocha Toapaxi (Ruprecht Karls Universitaet Heidelberg)

abstract.txt

PyHEP_Carlos_Cocha.pdf

10:30 Group photo!

Discussions: Generic fitting packages

The main part of the workshop; planning sessions for Python projects

HSF/PyHEP.dev-workshops/ Issue #3

12:30 Lunch

Discussions: Services for fitting

The main part of the workshop; planning sessions for Python projects

HSF/PyHEP.dev-workshops/ Issue #3

14:50 Coffee break

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 Breakfast

Kick-off talks

Presentations by participants to get the conversations started

Fare thee well!.pdf

20 Introduction (Ioana Ifrim)

Speaker: Ioana Ifrim (Princeton University (US))

abstract.txt

Ioana_Ifrim_PyHEP-dev_2023.pdf

21 Using HDF5 as an alternative to ROOT files

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

22 Introduction (Nikolai Hartmann)

Speaker: Nikolai Hartmann (Ludwig Maximilians Universitat (DE))

abstract.txt

nikolai_intro_pyhep.dev-2023.pdf

23 Optimizing data access with compute offloading, fast hardware-accelerated data transport, and modern query languages

Speaker: Jayjeet Chakraborty (UC Santa Cruz)

abstract.txt

Jayjeet-PyHEP.dev.pdf

24 Instrument control library and server for detector construction and testing

Speaker: Clemens Lange (Paul Scherrer Institute (CH))

20230727_PyHEPdev_LangeClemens.pdf

abstract.txt

25 Analysis@FCC

Speaker: Juraj Smiesko (CERN)

abstract.txt

Analysis@FCC

Analysis@FCC.pdf

26 Python, Pythia8, and Pythia8-Contrib

Speaker: Philip Ilten (University of Cincinnati (US))

abstract.txt

ilten.pdf

27 Analysis Grand Challenge & Coffea-Casa analysis facility as a test environment for packages and services

Speaker: Oksana Shadura (University of Nebraska Lincoln (US))

abstract.txt

pyhep_coffea_casa.pdf

28 Marcel Rieger - Introduction

Speaker: Marcel Rieger (Hamburg University (DE))

2023-07-27_pyhepdev_intro.pdf

29 Introduction (Raghav Kansal)

Speaker: Raghav Kansal (Univ. of California San Diego (US))

27_07_23_pyhepdev.pdf

abstract.txt

30 Introduction (Aman Goel)

Speaker: Aman Goel (The University of Manchester)

abstract.txt

PyHEP.dev - Aman Goel.pdf

11:00 Coffee break

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 Lunch

Discussions: Small group discussions

The main part of the workshop; planning sessions for Python projects

HSF/PyHEP.dev-workshops/ Issue #3

15:15 Coffee break

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

Discussions: Documentation and training

The main part of the workshop; planning sessions for Python projects

HSF/PyHEP.dev-workshops/ Issue #3

18:45 BBQ dinner at the Palmer House

Friday 28 July

08:30 Breakfast

Kick-off talks: Closing talk

Presentations by participants to get the conversations started

Fare thee well!.pdf

10:30 Coffee break

Discussions

The main part of the workshop; planning sessions for Python projects

HSF/PyHEP.dev-workshops/ Issue #3

12:30 Lunch