2nd ICFA Workshop on Machine Learning for Charged Particle Accelerators

Session

Tutorial

Feb 26, 2019, 9:00 AM

OSGA/EG06 (Villigen PSI)

0. Introduction to the Computing Environment

Jon Edelen (Radiasoft), Robert Nagler (Radiasoft)

2/26/19, 9:00 AM

1. Data Analysis and Regression

Jochem Snuverink (PSI)

2/26/19, 9:15 AM

2. Deep Neural Networks

Auralee Edelen (SLAC)

2/26/19, 11:00 AM

3. Unsupervised Learning & Clustering

Gianluca Valentino (University of Malta)

2/26/19, 1:30 PM

4. Toy Optics model

Auralee Edelen (SLAC National Accelerator Laboratory)

2/26/19, 2:30 PM

5. Gaussian Processes

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

2/26/19, 4:00 PM