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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
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talks
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Podcast
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Schedule
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Research Program
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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