Friday, March 19, 2021
11:30AM - 12:06PM
Live
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Y61.00001: Paraphrasing Francis Crick: If you want to understand structure, study spectrum
Invited Speaker:
Anatoly Frenkel
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Friday, March 19, 2021
12:06PM - 12:18PM
Live
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Y61.00002: Latent space interpretation of X-ray absorption fine structure spectra by an autoencoder approach
Yang Liu, Prahlad Routh, Nicholas Marcella, Anatoly Frenkel
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Friday, March 19, 2021
12:18PM - 12:30PM
Live
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Y61.00003: Probabilistic generative models for latent representation learning of X-ray absorption fine structure (XAFS) spectra
Prahlad K. Routh, Yang Liu, Nicholas Marcella, Anatoly Frenkel
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Friday, March 19, 2021
12:30PM - 12:42PM
Live
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Y61.00004: Mapping Atomic Structures and X-ray Absorption Spectra using First Principles Computations and Machine Learning
Arun Kumar Mannodi Kanakkithodi, Justin Pothoof, Amy Stegmann, Xinyue Wang, Yu-Hsuan Hsiao, Srisuda Rojsatien, Yiming Chen, Mariana Bertoni, Maria Chan
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Friday, March 19, 2021
12:42PM - 12:54PM
Live
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Y61.00005: Revealing the correlated phonon properties in Raman spectra of graphene using machine learning
Zhuofa Chen, Anna K Swan
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Friday, March 19, 2021
12:54PM - 1:06PM
Live
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Y61.00006: Generation of Synthetic XPS spectra for Neural Network Quantification of RHEED Data of Complex Oxides
Michael Demos, Sydney Provence, Rajendra Paudel, Ryan B Comes, Giovanni Drera
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Friday, March 19, 2021
1:06PM - 1:18PM
Live
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Y61.00007: Big data spectromicroscopy: achieving new observables in ARPES from 2D surface maps
Erica Kotta, Lin Miao, Yishuai Xu, Stanley A Breitweiser, Chris Jozwiak, Aaron Bostwick, Eli Rotenberg, Wenhan Zhang, Weida Wu, Takehito Suzuki, Joseph Checkelsky, Lewis Wray
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Friday, March 19, 2021
1:18PM - 1:54PM
Live
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Y61.00008: AI assisted analysis of x-ray spectra
Invited Speaker:
Santosh Suram
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Friday, March 19, 2021
1:54PM - 2:06PM
Live
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Y61.00009: Machine-learning assisted identification of atomic properties from X-ray spectroscopy
Yiming Chen, Chi Chen, Chengjun Sun, Steve Heald, Maria Chan, Shyue Ping Ong
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Friday, March 19, 2021
2:06PM - 2:18PM
Live
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Y61.00010: Machine-Learning X-Ray Absorption Spectra to Quantitative Accuracy
Deyu Lu, Matthew R Carbone, Mehmet Topsakal, Shinjae Yoo
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Friday, March 19, 2021
2:18PM - 2:30PM
Live
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Y61.00011: Predicting Density Functional Theory-Quality Nuclear Magnetic Resonance Chemical Shifts via Δ-Machine Learning
Pablo Unzueta, Chandler Greenwell, Gregory Beran
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