Schedule

(Pacific Time)

Industrial Applications

DAY 1 - August 10, 2021

Tools and Techniques

DAY 2 - August 11, 2021

Special Topics

DAY 3 - August 12, 2021

8:00-8:30

Welcome/Agenda Plenary

8:30-9:15

Keynote Speech: Devesh Upadhyay, Technical Expert and Leader Core AI-ML Research at Ford Motor Company

Keynote Speech: Pieter Abbeel, Professor and Director, UC Berkeley Robot Learning Lab, President and Chief Scientist at Covariant AI

Keynote Speech: Fred Streitz, Chief Scientist, DOE Artificial Intelligence Technology Office

9:15-9:30

Break

9:30-11:00

Presentations: Process Control and Optimization

Presentations: ML Solution Taxonomies and Workflows

Panel Session: Workforce and Resources

11:00-11:15

Break

11:15-12:45

Presentations: Computer Vision and Robotics

Presentations: ML Software and Hardware Ecosystem

Panel Session: Dataset Sharing and Security

12:45-1:00

Break

1:00-2:30

Industry Use Case Summaries

Presentations: Data Sets: Standards, Augmentation, Curation

Presentations: Physics-Constrained Learning

2:30-2:45

Adjourn/Messages