2nd ICFA Workshop on Machine Learning for Charged Particle Accelerators

Session

Tutorial

26 Feb 2019, 09:00

OSGA/EG06 (Villigen PSI)

0. Introduction to the Computing Environment

Jon Edelen (Radiasoft), Robert Nagler (Radiasoft)

26/02/2019, 09:00

1. Data Analysis and Regression

Jochem Snuverink (PSI)

26/02/2019, 09:15

2. Deep Neural Networks

Auralee Edelen (SLAC)

26/02/2019, 11:00

3. Unsupervised Learning & Clustering

Gianluca Valentino (University of Malta)

26/02/2019, 13:30

4. Toy Optics model

Auralee Edelen (SLAC National Accelerator Laboratory)

26/02/2019, 14:30

5. Gaussian Processes

Johannes Kirschner (ETH Zurich), Mojmir Mutny (ETH Zürich)

26/02/2019, 16:00