PyHEP.dev 2024 Workshop Summary Report, August 26-30 2024, Aachen, Germany
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arXiv
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| Format: | Preprint |
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2024
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| _version_ | 1866913616389734400 |
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| author | Alshehri, Azzah Bürger, Jan Chopra, Saransh Eich, Niclas Eppelt, Jonas Erdmann, Martin Eschle, Jonas Fackeldey, Peter Farkas, Maté Feickert, Matthew Fillinger, Tristan Fischer, Benjamin Fröse, Stefan Gerlach, Lino Oscar Hartmann, Nikolai Heidelbach, Alexander Held, Alexander Ivanov, Marian I Molina, Josué Nikitenko, Yaroslav Osborne, Ianna Padulano, Vincenzo Eduardo Pivarski, Jim Praz, Cyrille Rieger, Marcel Rodrigues, Eduardo Shadura, Oksana Smieško, Juraj Stark, Giordon Holtsberg Steinfeld, Judith Warkentin, Angela |
| author_facet | Alshehri, Azzah Bürger, Jan Chopra, Saransh Eich, Niclas Eppelt, Jonas Erdmann, Martin Eschle, Jonas Fackeldey, Peter Farkas, Maté Feickert, Matthew Fillinger, Tristan Fischer, Benjamin Fröse, Stefan Gerlach, Lino Oscar Hartmann, Nikolai Heidelbach, Alexander Held, Alexander Ivanov, Marian I Molina, Josué Nikitenko, Yaroslav Osborne, Ianna Padulano, Vincenzo Eduardo Pivarski, Jim Praz, Cyrille Rieger, Marcel Rodrigues, Eduardo Shadura, Oksana Smieško, Juraj Stark, Giordon Holtsberg Steinfeld, Judith Warkentin, Angela |
| contents | The second PyHEP.dev workshop, part of the "Python in HEP Developers" series organized by the HEP Software Foundation (HSF), took place in Aachen, Germany, from August 26 to 30, 2024. This gathering brought together nearly 30 Python package developers, maintainers, and power users to engage in informal discussions about current trends in Python, with a primary focus on analysis tools and techniques in High Energy Physics (HEP).
The workshop agenda encompassed a range of topics, such as defining the scope of HEP data analysis, exploring the Analysis Grand Challenge project, evaluating statistical models and serialization methods, assessing workflow management systems, examining histogramming practices, and investigating distributed processing tools like RDataFrame, Coffea, and Dask. Additionally, the workshop dedicated time to brainstorming the organization of future PyHEP.dev events, upholding the tradition of alternating between Europe and the United States as host locations.
This document, prepared by the session conveners in the weeks following the workshop, serves as a summary of the key discussions, salient points, and conclusions that emerged. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_02112 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | PyHEP.dev 2024 Workshop Summary Report, August 26-30 2024, Aachen, Germany Alshehri, Azzah Bürger, Jan Chopra, Saransh Eich, Niclas Eppelt, Jonas Erdmann, Martin Eschle, Jonas Fackeldey, Peter Farkas, Maté Feickert, Matthew Fillinger, Tristan Fischer, Benjamin Fröse, Stefan Gerlach, Lino Oscar Hartmann, Nikolai Heidelbach, Alexander Held, Alexander Ivanov, Marian I Molina, Josué Nikitenko, Yaroslav Osborne, Ianna Padulano, Vincenzo Eduardo Pivarski, Jim Praz, Cyrille Rieger, Marcel Rodrigues, Eduardo Shadura, Oksana Smieško, Juraj Stark, Giordon Holtsberg Steinfeld, Judith Warkentin, Angela High Energy Physics - Experiment Computational Physics The second PyHEP.dev workshop, part of the "Python in HEP Developers" series organized by the HEP Software Foundation (HSF), took place in Aachen, Germany, from August 26 to 30, 2024. This gathering brought together nearly 30 Python package developers, maintainers, and power users to engage in informal discussions about current trends in Python, with a primary focus on analysis tools and techniques in High Energy Physics (HEP). The workshop agenda encompassed a range of topics, such as defining the scope of HEP data analysis, exploring the Analysis Grand Challenge project, evaluating statistical models and serialization methods, assessing workflow management systems, examining histogramming practices, and investigating distributed processing tools like RDataFrame, Coffea, and Dask. Additionally, the workshop dedicated time to brainstorming the organization of future PyHEP.dev events, upholding the tradition of alternating between Europe and the United States as host locations. This document, prepared by the session conveners in the weeks following the workshop, serves as a summary of the key discussions, salient points, and conclusions that emerged. |
| title | PyHEP.dev 2024 Workshop Summary Report, August 26-30 2024, Aachen, Germany |
| topic | High Energy Physics - Experiment Computational Physics |
| url | https://arxiv.org/abs/2410.02112 |