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