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Introduction
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Classroom Contents
Deep Learning for Fundamental Sciences Using High-Performance Computing
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- 1 Introduction
- 2 The fundamental science
- 3 What is NERC
- 4 The secrets of the universe
- 5 The ATLAS detector
- 6 Deep learning in physics
- 7 Classification
- 8 Results
- 9 Regression problem
- 10 Simulation problem
- 11 Generation problem
- 12 Particle physics problem
- 13 Extreme computing
- 14 MPI distributed training
- 15 Jupiter notebooks
- 16 Conclusion
- 17 Call to help
- 18 Supersymmetry
- 19 Supersymmetry sensitivity
- 20 Why is deep learning right
