ICALEPCS 2023: 3rd Data Science and Machine Learning Workshop

Material Package

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Sessions*

Project presentations/demos

Tutorials

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Contributions*

A Potential of Use of Language Processing in Accelerator Control Systems (in session "Project presentations/demos")

Additional presentations and/or discussions (in session "Project presentations/demos")

Addressing protein serial crystallography 36 GB/s data-rate challenge with FPGAs and GPUs (in session "Project presentations/demos")

Common Problems in Early Stage Projects at the ISIS Neutron and Muon Source (in session "Project presentations/demos")

Discussion Sesssion (only if enough interest)

Neural Networks for Anomaly Detection in LINACs, Injectors, and Transfer Lines (in session "Project presentations/demos")

Tutorial I: Linear and Logistic Regression

Tutorial II: Neural Networks, Unsupervised Learning and Advanced Topics

Use of Machine learning for Denoising Beam Profile Measurements (in session "Project presentations/demos")

Workshop Introduction

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Events scheduled on*

07/10/2023

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