AI in the Accelerator Division

Friday Nov 12, 2021, 1:00 PM → 4:30 PM US/Eastern

(Click on Go to Map for Bluejeans connection) (BlueJeans)

Christopher Tennant (Jefferson Lab)

1:00 PM → 1:15 PM Welcome and Introduction

Speaker: Christopher Tennant (Jefferson Lab)

Welcome_TENNANT.pdf

1:15 PM → 1:23 PM AI for Sparse-to-Dense Mapping of Site Radiation Dose

Speaker: Adam Stavola

2021_AI_JLabRad_Brief.pptx

1:23 PM → 1:31 PM LLRF DAQ for AI/ML

Speaker: Rama Bachimanchi (Jefferson Lab)

LLRF_AI_workshop.pptx

1:31 PM → 1:39 PM SRF Cavity Instability Detection

Speaker: Dennis Turner (Jefferson Lab)

slides.pdf

1:39 PM → 1:47 PM C100 Fault Prediction

Speaker: Lasitha Vidyaratne (Jefferson Lab)

SRF AI presentation - v2.pptx

1:47 PM → 1:55 PM Uncertainty Aware Anomaly Detection for SNS

Speaker: Malachi Schram (Thomas Jefferson National Accelerator Facility)

M.Schram_AI_Townhall_UQAcceleratorTalk_v4.pdf

1:55 PM → 2:03 PM Reinforcement Learning for Accelerator Control for FNAL

Speaker: Malachi Schram (Thomas Jefferson National Accelerator Facility)

M.Schram_AI_Townhall_RLAcceleratorTalk_v4.pdf

2:03 PM → 2:11 PM Multi Objective Optimization of Cryogenic Heat Load and Trip Rates

Speaker: Kishan Rajput

2:11 PM → 2:19 PM Global Orbit Locks

Speaker: Adam Carpenter (Jefferson Lab)

Orbit-Lock-lightning-talk.pdf

2:19 PM → 2:27 PM Field Emission Management

Speaker: Adam Carpenter (Jefferson Lab)

FE-lightning-talk.pdf

2:27 PM → 2:35 PM Thoughts to Improve the Performance of Polarized Electron Sources by AI/ML

Speaker: Shukui Zhang

ACC AI presentation-Zhang final.pdf

2:35 PM → 2:43 PM Smart Alarm for the CEBAF Injector

Speaker: Christopher Tennant (Jefferson Lab)

Smart_Alarm_TENNANT.pdf

2:43 PM → 2:51 PM Graph Analytics for CEBAF Operations

Speaker: Christopher Tennant (Jefferson Lab)

Graph_Analytics_TENNANT.pdf

2:51 PM → 2:59 PM Semi-Autonomous Mobile Diagnostic

Speaker: Christopher Tennant (Jefferson Lab)

Mobile_Diagnostic_TENNANT.pdf

3:10 PM → 3:40 PM Discussion: Data

Convener: Adam Carpenter

Data-discussionpptx.pdf

3:40 PM → 4:10 PM Discussion: Challenges

Convener: Matt Poelker (Jefferson Lab)

Data-discussionpptx.pdf