Thursday, March 17, 2022
3:00PM - 3:12PM
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W32.00001: Machine-Learning Assisted First-Principles Model Development to Interpret ARPES Data and Assist Inverse Design of Heterostructures
Sanghamitra Neogi, Artem Pimachev
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Thursday, March 17, 2022
3:12PM - 3:24PM
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W32.00002: Structure determination from theory and experiments
Venkata Surya Chaitanya Kolluru, Eric Schwenker, Davis G Unruh, Maria K Chan
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Thursday, March 17, 2022
3:24PM - 3:36PM
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W32.00003: Artificial intelligence guided studies of two-dimensional Ising ferromagnets
Trevor D Rhone, Vaishnavi D Neema, Daniel T Larson, Efthimios Kaxiras
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Thursday, March 17, 2022
3:36PM - 3:48PM
Withdrawn
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W32.00004: Autonomous materials synthesis via hierarchical active learning of non-equilibrium phase diagrams
Maximilian Amsler, Sebastian Ament, Duncan Sutherland, Ming-Chiang Chang, Dan Guevarra, Aine Connolly, John M Gregoire, Michael O Thompson, Bruce van Dover, Carla P Gomes
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Thursday, March 17, 2022
3:48PM - 4:00PM
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W32.00005: Inverse design of two-dimensional materials with invertible neural networks
Victor Fung, Jiaxin Zhang, Guoxiang Hu, Panchapakesan Ganesh, Bobby G Sumpter
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Thursday, March 17, 2022
4:00PM - 4:12PM
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W32.00006: Learning design rules for selective oxidation catalysts from high-throughput experimentation and artificial intelligence
Lucas Foppa, Christopher A Sutton, Luca M Ghiringhelli, Sandip De, Patricia Löser, Stephan Schunk, Ansgar Schäfer, Matthias Scheffler
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Thursday, March 17, 2022
4:12PM - 4:24PM
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W32.00007: CCSS-2D: Computational Catalogue of Spin Splittings in 2D
Elton Ogoshi de Melo, Gabriel M Nascimento, Carlos Mera Acosta, Gustavo M Dalpian
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Thursday, March 17, 2022
4:24PM - 4:36PM
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W32.00008: Symbolic Regression for Materials Science: A Case Study for Lattice Thermal Conductivity
Thomas A Purcell, Matthias Scheffler, Luca M Ghiringhelli, Christian Carbogno
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Thursday, March 17, 2022
4:36PM - 4:48PM
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W32.00009: Autoencoder-based feature space of XRD peak patterns
Kenta Hongo, Ryo Maezono, Kousuke Nakano, Keishu Utimula
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Thursday, March 17, 2022
4:48PM - 5:00PM
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W32.00010: Discovery of New Air Separation Metal-Organic Frameworks via Bayesian Optimization
Eric Taw, Jeffrey B Neaton
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