ICALEPCS 2023: 3rd Data Science and Machine Learning Workshop

Saturday, October 7, 2023 - 8:00 AM
CENTURY CITY CONVENTION CENTRE4 Energy Lane, Century City, Cape Town

        : Sessions
    /     : Talks
        : Breaks
Oct 7, 2023
AM
8:00 AM --- Welcome Coffee ---
8:30 AM Workshop Introduction - Manuel Gonzalez Berges (CERN)   ()
8:50 AM Tutorial I: Linear and Logistic Regression - Gianluca Valentino (University of Malta (MT))   ()
9:30 AM --- Coffee Break ---
10:00 AM Tutorial II: Neural Networks, Unsupervised Learning and Advanced Topics - Gianluca Valentino (University of Malta (MT))   ()
11:30 AM --- Lunch Break ---
PM
12:30 PM
Project presentations/demos (until 2:30 PM) ()
12:30 PM Neural Networks for Anomaly Detection in LINACs, Injectors, and Transfer Lines - Jon Edelen (Radiasoft)   ()
12:50 PM A Potential of Use of Language Processing in Accelerator Control Systems - Antonin Sulc (DESY)   ()
1:10 PM Use of Machine learning for Denoising Beam Profile Measurements - Javier Martinez Samblas   ()
1:30 PM Addressing protein serial crystallography 36 GB/s data-rate challenge with FPGAs and GPUs - Filip Leonarski   ()
1:50 PM Common Problems in Early Stage Projects at the ISIS Neutron and Muon Source - Kathryn Baker   ()
2:05 PM Additional presentations and/or discussions   ()
2:30 PM --- Coffee Break ---
3:00 PM Discussion Sesssion (only if enough interest) - All participants   ()