IPA workshop on Machine Learning for particle physics and astrophysics (IPA-ML)

Session

Tutorials

Mar 20, 2023, 3:15 PM

HIT E 51 (ETH Zurich)

45. Machine learning (BDT) tutorial

Simone Pigazzini (ETH Zurich), Massimiliano Galli

3/20/23, 3:15 PM

15. Deep learning tutorial

Dr Saul Alonso Monsalve (ETH Zurich)

3/20/23, 4:15 PM

In this tutorial, you'll learn how to use deep learning to perform particle identification. We'll cover the basics of neural networks and how to build them using Python and TensorFlow. Participants will train their own neural networks using a dataset of particle tracks, and learn how to evaluate their performance. To participate, you'll need a Google account for [Google...