Speaker
Dr
Remi Lehe
(Lawrence Berkeley National Laboratory)
Description
This talk will review recent applications of machine learning techniques to plasma-based acceleration, both for simulation workflows and for real-time control of experiments. I will briefly describe the working principle of some of these techniques, and discuss how plasma-based accelerators could take advantage of them. I will also discuss some of the recent applications of machine learning to conventional accelerators, and how these advances could carry over to plasma-based accelerators.
Primary author
Dr
Remi Lehe
(Lawrence Berkeley National Laboratory)
