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KITP Teachers' Conference: Automating Insight:
Pushing the Frontier of Quantum Physics with Machine Learning

Feb 16, 2019
Coordinator: Miles Stoudenmire

Overview | talks | PodcastXML | Schedule | Research Program | Research Conference

Saturday, Feb 16, 2019

Session Chair: Miles Stoudenmire (Flatiron Institute)

9:00am Lars Bildsten (KITP Director) Welcome[Podcast][Aud][Cam]
9:15am Kieron Burke (UCI) How machine learning is revolutionizing drug discovery and material design: Improving electronic structure calculations[Slides][Podcast][Aud][Cam]
10:15am

Morning Break

10:45am Lauren Hayward Sierens (Perimeter Inst.) Understanding how neural networks understand[Slides][Podcast][Aud][Cam]
11:45am Justin Fournier (Cypress High School)
David Gross (KITP)
STEP UP 4 Women[Slides][Podcast][Aud][Cam]
12:30pm

Lunch Break

2:00pm Yasaman Bahri (Google) Introduction to Deep Learning[Slides][Podcast][Aud][Cam]
3:00pm

Afternoon Break

3:30pm Giacomo Torlai (Flatiron Institute) Quantum physics of many particles: a data-driven perspective[Podcast][Aud][Cam]
4:30pm Yashar Hezaveh (Flatiron Institute) Mapping distant galaxies with artificial intelligence[Podcast][Aud][Cam]
5:30pm

CONFERENCE END SHUTTLE TO BWSCI *Also available to SB Airport and SB Airbus, Goleta location