Tuesday, March 6, 2018
11:15AM - 11:51AM
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F54.00001: A unified perspective on disorder in atomic systems: machine learning material properties and design
Invited Speaker:
Ekin Cubuk
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Tuesday, March 6, 2018
11:51AM - 12:03PM
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F54.00002: Predicting the dynamics of crumpling with machine learning
Christopher Rycroft, Jordan Hoffmann, Jovana Andrejevic, Lisa Lee, Shmuel Rubinstein
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Tuesday, March 6, 2018
12:03PM - 12:15PM
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F54.00003: Detection and Characterization Techniques for Signatures of Crumpling History
Jovana Andrejevic, Jordan Hoffmann, Lisa Lee, Shmuel Rubinstein, Christopher Rycroft
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Tuesday, March 6, 2018
12:15PM - 12:27PM
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F54.00004: Using Machine Learning to Understand the Evolution of Damage Networks in Thin Sheets
Lisa Lee, Jovana Andrejevic, Jordan Hoffmann, Christopher Rycroft, Shmuel Rubinstein
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Tuesday, March 6, 2018
12:27PM - 12:39PM
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F54.00005: Identifying Structural Defects in Disordered Packings of Elongated Particles using Machine Learning
Matt Harrington, Andrea Liu, Douglas Durian
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Tuesday, March 6, 2018
12:39PM - 12:51PM
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F54.00006: Reservoir computer predictions for the Three Meter magnetic field time evolution
Artur Perevalov, Ruben Rojas Garcia, Itamar Shani, Brian Hunt, Daniel Lathrop
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Tuesday, March 6, 2018
12:51PM - 1:03PM
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F54.00007: Using image Super-Resolution techniques as a coarse-graining method for physical systems
Yohai Bar-Sinai, Michael Brenner, Pascal Getreuer, Jason Hickey, Stephan Hoyer, Peyman Milanfar
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Tuesday, March 6, 2018
1:03PM - 1:15PM
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F54.00008: Predicting Emergent Crystalline Structural Order from Building Block Geometry
Yina Geng, Greg Van Anders, Sharon Glotzer
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Tuesday, March 6, 2018
1:15PM - 1:27PM
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F54.00009: Intelligent, autonomous parameter space exploration of self-assembly simulations
Matthew Spellings, Julia Dshemuchadse, Sharon Glotzer
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Tuesday, March 6, 2018
1:27PM - 1:39PM
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F54.00010: Distilling the logic of behavioral dynamics using automated inference
Bryan Daniels, William Ryu, Ilya Nemenman
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Tuesday, March 6, 2018
1:39PM - 1:51PM
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F54.00011: Computational tools for data-driven design of soft robots
Mohammad Khalid Jawed, Xiaonan Huang, Amarbold Batzorig, Carmel Majidi
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Tuesday, March 6, 2018
1:51PM - 2:03PM
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F54.00012: Deep Learning Physical Phenomena
Joseph Gomes, Amir Barati Farimani, Vijay Pande
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Tuesday, March 6, 2018
2:03PM - 2:15PM
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F54.00013: Visualizing theory space: Isometric embedding of probabilistic predictions, from the Ising model to the cosmic microwave background
Katherine Quinn, Francesco De Bernardis, Michael Niemack, James Sethna
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