AI in the Accelerator Division

Contribution List

1. Welcome and Introduction

Christopher Tennant (Jefferson Lab)

11/12/21, 1:00 PM

9. AI for Sparse-to-Dense Mapping of Site Radiation Dose

Adam Stavola

11/12/21, 1:15 PM

10. LLRF DAQ for AI/ML

Rama Bachimanchi (Jefferson Lab)

11/12/21, 1:23 PM

25. SRF Cavity Instability Detection

Dennis Turner (Jefferson Lab)

11/12/21, 1:31 PM

24. C100 Fault Prediction

Lasitha Vidyaratne (Jefferson Lab)

11/12/21, 1:39 PM

14. Uncertainty Aware Anomaly Detection for SNS

Malachi Schram (Thomas Jefferson National Accelerator Facility)

11/12/21, 1:47 PM

13. Reinforcement Learning for Accelerator Control for FNAL

Malachi Schram (Thomas Jefferson National Accelerator Facility)

11/12/21, 1:55 PM

12. Multi Objective Optimization of Cryogenic Heat Load and Trip Rates

Kishan Rajput

11/12/21, 2:03 PM

8. Global Orbit Locks

Adam Carpenter (Jefferson Lab)

11/12/21, 2:11 PM

26. Field Emission Management

Adam Carpenter (Jefferson Lab)

11/12/21, 2:19 PM

11. Thoughts to Improve the Performance of Polarized Electron Sources by AI/ML

Shukui Zhang

11/12/21, 2:27 PM

15. Smart Alarm for the CEBAF Injector

Christopher Tennant (Jefferson Lab)

11/12/21, 2:35 PM

16. Graph Analytics for CEBAF Operations

Christopher Tennant (Jefferson Lab)

11/12/21, 2:43 PM

22. Semi-Autonomous Mobile Diagnostic

Christopher Tennant (Jefferson Lab)

11/12/21, 2:51 PM

23. Global Orbit Locks

Adam Carpenter (Jefferson Lab)