All times in this Schedule are Pacific Time (PT)
Tuesday, September 13, 2016
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Morning Session
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8:00 - 9:00
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Check-In/Light Breakfast (Hosted by IPAM)
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9:00 - 10:15
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Klaus-Robert Müller (Technische Universität Berlin)
Supervised Machine Learning
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10:25 - 10:45
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Break
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10:45 - 12:00
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Alexandre Tkatchenko (University of Luxembourg)
Electronic Structure theory 1
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12:00 - 12:30
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Core Orientation with IPAM Staff
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12:30 - 2:00
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Lunch (on your own)
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Afternoon Session
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2:00 - 2:45
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Marina Meila (University of Washington)
Unsupervised ML 1
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2:55 - 3:15
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Break
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3:15 - 4:00
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Matthew Hirn (Michigan State University)
Wavelets 1
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4:10 - 4:30
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Break
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4:30 - 5:15
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Kieron Burke (University of California, Irvine (UCI))
DFT 1
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Wednesday, September 14, 2016
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Morning Session
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8:00 - 9:00
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Continental Breakfast
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9:00 - 9:45
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Alexandre Tkatchenko (University of Luxembourg)
Electronic Structure theory 2
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9:55 - 10:15
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Break
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10:15 - 11:00
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Eric Cances (École Nationale des Ponts-et-Chaussées)
Mathematical representations of quantum states 1
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11:10 - 11:30
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Break
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11:30 - 12:15
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Glenn Martyna (IBM Watson Research Center)
Stat Mech 1
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12:30 - 2:00
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Lunch (on your own)
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Afternoon Session
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2:00 - 2:45
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Marina Meila (University of Washington)
Unsupervised ML 2
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2:55 - 3:15
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Break
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3:15 - 4:00
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Matthew Hirn (Michigan State University)
Wavelets 2
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4:10 - 4:30
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Break
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4:30 - 5:15
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Kieron Burke (University of California, Irvine (UCI))
DFT 2
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Thursday, September 15, 2016
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Morning Session
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8:00 - 9:00
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Continental Breakfast
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9:00 - 9:45
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9:55 - 10:15
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Break
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10:15 - 11:00
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Glenn Martyna (IBM Watson Research Center)
Stat Mech 2
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11:10 - 11:30
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Break
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11:30 - 12:15
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Eric Cances (École Nationale des Ponts-et-Chaussées)
Mathematical representations of quantum states 2
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12:30 - 2:00
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Lunch (on your own)
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Afternoon Session
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2:00 - 3:15
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Alexander Shapeev (Skolkovo Institute of Science and Technology)
Coarse graining
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3:25 - 3:45
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Break
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3:45 - 5:00
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Gabor Csányi (University of Cambridge)
Gaussian Processes
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Friday, September 16, 2016
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Morning Session
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8:00 - 9:00
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Continental Breakfast
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9:00 - 9:45
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9:55 - 10:15
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Break
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10:15 - 11:00
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Risi Kondor (University of Chicago)
Representation theory, Fourier analysis, and invariants 1
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11:00 - 11:15
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Break
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11:15 - 12:00
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Risi Kondor (University of Chicago)
Representation theory, Fourier analysis, and invariants 2
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12:30 - 2:00
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Lunch (on your own)
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Afternoon Session
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2:00 - 3:15
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Matthias Rupp (Fritz-Haber-Institut der Max-Planck-Gesellschaft)
Practical Tutorial on Machine Learning for Electronic Structure Calculations
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