Friday, March 9, 2018
8:00AM - 8:12AM
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X34.00001: Classifying Surface Probe Images in Strongly Correlated Electronic Systems Via Machine Learning
Erica Carlson, Lukasz Burzawa, Shuo Liu
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Friday, March 9, 2018
8:12AM - 8:24AM
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X34.00002: AI Identification of the Intertwined Electronic Ordered State Hidden in Complex Electronic Structure Images
Andrej Mesaros, Kelvin Chng, Kazuhiro Fujita, Stephen Edkins, Mohammad Hamidian, Hiroshi Eisaki, Shin-ichi Uchida, James Davis, Ehsan Khatami, Eun-Ah Kim
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Friday, March 9, 2018
8:24AM - 8:36AM
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X34.00003: Compact representation of crystal structures using three-dimensional diffraction patterns and deep learning
Angelo Ziletti, Matthias Scheffler, Luca Ghiringhelli
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Friday, March 9, 2018
8:36AM - 8:48AM
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X34.00004: Stochastic Replica Voting Machine Prediction of Stable Perovskite, Double Perovskite and Binary Alloys
Tahereh Mazaheri Kouhani
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Friday, March 9, 2018
8:48AM - 9:00AM
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X34.00005: Predictions of New ABO3 Perovskite Compounds by Combining Machine Learning and Density Functional Theory
Prasanna Balachandran, Antoine Emery, James Gubernatis, Turab Lookman, Christopher Wolverton, Alex Zunger
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Friday, March 9, 2018
9:00AM - 9:12AM
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X34.00006: Deep Learning of Perovskite Octahedral Rotations from Electron Microscopy
Nouamane Laanait, Albina Borisevich
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Friday, March 9, 2018
9:12AM - 9:24AM
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X34.00007: Continuous Representation of Chemical Environments for the Prediction of Material Properties
Tian Xie, Arthur France-Lanord, Yanming Wang, Jeffrey Grossman
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Friday, March 9, 2018
9:24AM - 9:36AM
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X34.00008: Neural network potentials for disordered carbon and silicon systems.
Jorge Hernandez Zeledon, James Lewis
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Friday, March 9, 2018
9:36AM - 9:48AM
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X34.00009: Electronic Band Structure Prediction with Machine Learning
Bart Olsthoorn, Stanislav Borysov, Richard Geilhufe, Alexander Balatsky
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Friday, March 9, 2018
9:48AM - 10:00AM
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X34.00010: Active Machine Learning for Combinatorial Exploration of Metal-Insulator Transitions
Brian DeCost, Jason Hattrick-Simpers, Yangang Liang, Ichiro Takeuchi, Aaron Kusne
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Friday, March 9, 2018
10:00AM - 10:12AM
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X34.00011: Epitaxial angle of MoS2 grown on h-BN: A first principle and machine learning study
Talat Rahman, Duy Le
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Friday, March 9, 2018
10:12AM - 10:24AM
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X34.00012: A machine-driven hunt for global reaction coordinates of azobenzene photoisomerization
James Lewis, Pedram Tavadze, Guillermo Avendaño-Franco, Pengju Ren, Xiaodong Wen, Yongwang Li
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Friday, March 9, 2018
10:24AM - 10:36AM
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X34.00013: A Data Driven Statistical Model to Predict Critical Temperature of Superconducting Material
Kam Hamidieh
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