Python in High Energy Physics

Python in High Energy Physics

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Intro

1 of 24

1 of 24

Intro

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Python in High Energy Physics

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  1. 1 Intro
  2. 2 What is High Energy Physics?
  3. 3 The first computers were built for Physics IEM
  4. 4 Computing Challenges in HEP today
  5. 5 Worldwide LHC Computing Grid
  6. 6 Is CPU power a solved problem?
  7. 7 Using GPUs to speed up computation IEM
  8. 8 Awkward Array
  9. 9 Requirements of a language to be used in HEP
  10. 10 Early history of Python in HEP
  11. 11 How do HEP physicists work with data?
  12. 12 What is ROOT?
  13. 13 ROOT and Python
  14. 14 Alternate implementation of ROOT in Python
  15. 15 uproot-Harbinger of Python in HEP?
  16. 16 Python is not so slow
  17. 17 Why use pybind11?
  18. 18 Scikit-HEP-overview of packages
  19. 19 Machine Learning
  20. 20 Hear from a Physicist
  21. 21 Python in other Physics
  22. 22 Adoption-existing HEP codebases
  23. 23 Concluding Remarks
  24. 24 Acknowledgements

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