UC SOUTHERN HUB:

Frontiers in Machine Learning for the Physical Sciences

October 26, 2020 - Virtual Symposium

Schedule of Events

PLENARY SESSION 1
Please note all times below are PDT (U.S. Pacific Daylight Time)

8:30 AM

Pramod Khargonekar
Vice Chancellor for Research, UCI

Introductions

8:45 AM

Keynote Address
Stanley Osher
Innovations in Mean-Field Game Theory for Scalable Computation and Diverse Applications

9:30 AM

Kipton Barros
Automated discovery of a robust interatomic potential for aluminum

10:00 AM

Kieron Burke
Machine learning for electronic structure calculations and a new approach to warm dense matter simulations

10:30 AM

Lighting Talks (Video Presentation)

 [ 15 Minute Break ]

11:15 AM

Poster Session

 [ 15 Minute Break ]

PLENARY SESSION 2

12:30 PM

Brian Spears
Cognitive Simulation: Combining simulation and experiment with artificial intelligence

1:00 PM

Stephan Mandt
Machine Learning and Physics: Bridging the Gap

 [ 15 Minute Break ]

1:45 PM

Gowri Srinivasan
Combining Graph Theory and Machine Learning to Characterize Fractured Systems

2:15 PM

Eric Mjolsness
AI approaches to graph dynamics for multiscale computational science

2:45 PM

John Sarrao
Deputy Director, Science, Technology, and Engineering, LANL
Closing Remarks