ICALEPCS 2023: 3rd Data Science and Machine Learning Workshop

Saturday 7 October 2023 - 08:00
CENTURY CITY CONVENTION CENTRE4 Energy Lane, Century City, Cape Town

        : Sessions
    /     : Talks
        : Breaks
7 Oct 2023
AM
08:00 --- Welcome Coffee ---
08:30 Workshop Introduction - Manuel Gonzalez Berges (CERN)  
08:50 Tutorial I: Linear and Logistic Regression - Gianluca Valentino (University of Malta (MT))  
09:30 --- Coffee Break ---
10:00 Tutorial II: Neural Networks, Unsupervised Learning and Advanced Topics - Gianluca Valentino (University of Malta (MT))  
11:30 --- Lunch Break ---
PM
12:30
Project presentations/demos (until 14:30)
12:30 Neural Networks for Anomaly Detection in LINACs, Injectors, and Transfer Lines - Jon Edelen (Radiasoft)  
12:50 A Potential of Use of Language Processing in Accelerator Control Systems - Antonin Sulc (DESY)  
13:10 Use of Machine learning for Denoising Beam Profile Measurements - Javier Martinez Samblas  
13:30 Addressing protein serial crystallography 36 GB/s data-rate challenge with FPGAs and GPUs - Filip Leonarski  
13:50 Common Problems in Early Stage Projects at the ISIS Neutron and Muon Source - Kathryn Baker  
14:05 Additional presentations and/or discussions  
14:30 --- Coffee Break ---
15:00 Discussion Sesssion (only if enough interest) - All participants