Selected Talks

2020

Pushing the Boundaries of Accelerator Operation with Machine Learning
SLAC Seminar,  Menlo Park, CA, February 2020
video     slides



2019

Controlling Accelerators with Machine Learning
SLAC Public Lecture, Menlo Park, CA, October 2019
video

Demonstrations of Machine Learning on Particle Accelerators
North American Particle Accelerator Conference, Lansing, Michigan, September 2019
slides

Demonstrations of Machine Learning on Particle Accelerators
Fast Machine Learning Workshop, Fermilab, Batavia, IL, September 2019
slides

Faster, More Accurate Particle Accelerator Models using Machine Learning
2nd ICFA Workshop on Machine Learning for Particle Accelerators, Paul Scherrer Institut, Switzerland, February 2019
slides



2018

Neural Networks for Modeling and Control of Particle Accelerators
61st ICFA Workshop on High-Intensity and High-Brightness Hadron Beams, Daejeon, Korea, June 2018

Neural Networks for Modeling and Control of Particle Accelerators
International Particle Accelerator Conference, Vancouver, Canada, May 2018
slides

Experience with Model Predictive Control and Reinforcement Learning Using Neural Networks
First ICFA Workshop on Machine Learning for Particle Accelerators, SLAC, February 2018
slides

Neural Network Approaches to Modeling and Control of Particle Accelerators
Intelligent Controls For Particle Accelerators Workshop Daresbury Lab, UK, January 2018



2017

Using Neural Network Control Policies For Rapid Switching Between Beam Parameters in a Free Electron Laser 
NeurIPS Deep Learning for the Physical Sciences Workshop, Long Beach, CA, December 2017
slides  paper    

Exploratory Studies in Neural Network-based Modeling and Control of Particle Accelerators
SLAC AI Seminar, Menlo Park, CA, August 2017
slides

Applications of Neural Networks to Modeling and Control of Particle Accelerators
Fermilab Accelerator Physics and Technology Seminar, Batavia, IL, June 2017
 slides