Monday, March 20, 2023
10:00AM - 10:12AM
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EE02.00001: Variational Onsager Neural Networks (VONNs): A Thermodynamics-Based Variational Learning Strategy for Non-Equilibrium Material Modeling
Shenglin Huang, Zequn He, Bryan Chem, Celia Reina
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Monday, March 20, 2023
10:12AM - 10:24AM
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EE02.00002: Enhancing Prediction Performance of Reservoir Computing by Multiple Delayed Feedbacks
Seyedkamyar Tavakoli, Andre Longtin
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Monday, March 20, 2023
10:24AM - 10:36AM
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EE02.00003: Towards better physics extraction in images via unsupervised custom loss shift- variational autoencoders
Arpan Biswas, Sergei V Kalinin, Maxim Ziatdinov
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Monday, March 20, 2023
10:36AM - 10:48AM
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EE02.00004: Dynamical models from data, including constants of motion
Michael F Zimmer
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Monday, March 20, 2023
10:48AM - 11:00AM
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EE02.00005: Machine learning inverse problem solving for optical constants determination
Mariana A Fazio, Kieran Craig, Marwa Ben Yaala, Bethany McCrindle, Chalisa Gier, Callum Wiseman, Stuart Reid
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Monday, March 20, 2023
11:00AM - 11:12AM
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EE02.00006: Magnetic iron-cobalt silicides discovered using machine-learning
Timothy Liao, Weiyi Xia, Masahiro Sakurai, Renhai Wang, Chao Zhang, Huaijun Sun, Kai-Ming Ho, Cai-Zhuang Wang, James R Chelikowsky
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Monday, March 20, 2023
11:12AM - 11:24AM
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EE02.00007: Development of Ensemble Models for the Growth of Colloidal Spin-on-Glass Materials
Tim Erdmann
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Monday, March 20, 2023
11:24AM - 11:36AM
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EE02.00008: Exploring materials dataspaces by combining supervised and unsupervised machine learning
Andreas Leitherer, Angelo Ziletti, Christian H Liebscher, Timofey Frolov, Luca M Ghiringhelli
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Monday, March 20, 2023
11:36AM - 11:48AM
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EE02.00009: Development of Deep Learning Potentials to Investigate Initial Corrosion Mechanisms
Ridwan Sakidja, Hendra Hermawan, Ayoub Tanji, Peter K Liaw, Xuesong Fan
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Monday, March 20, 2023
11:48AM - 12:00PM
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EE02.00010: Machine learning potentials for accelerated nuclear fuel qualification
Richard A Messerly, Leidy Lorena Alzate Vargas, Roxanne M Tutchton, Michael Cooper, Sergei Tretiak, Tammie Gibson
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