Monday, March 6, 2023
8:00AM - 8:12AM
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A01.00001: Learning dynamics of complex systems from partial observations
George Stepaniants, Alasdair Hastewell, Dominic J Skinner, Jan F Totz, Jorn Dunkel
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Monday, March 6, 2023
8:12AM - 8:24AM
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A01.00002: Maximizing dynamical systems information embedded in experimental observables of molecules through statistical learning enabled Takens reconstruction
Maximilian T Topel, Andrew L Ferguson
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Monday, March 6, 2023
8:24AM - 8:36AM
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A01.00003: Fractional neural networks for constitutive modeling of complex fluids
Donya Dabiri, Milad Saadat, Deepak Mangal, Safa Jamali
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Monday, March 6, 2023
8:36AM - 8:48AM
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A01.00004: Inferring force law in many-particle systems using physics-tailored machine learning
Wentao Yu, Justin C Burton, Ilya M Nemenman, Eslam Abdelaleem
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Monday, March 6, 2023
8:48AM - 9:00AM
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A01.00005: Dynamics of long-term memory in recurrent neural networks
Ling-Wei Kong, Junjie Jiang, Ying-Cheng Lai
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Monday, March 6, 2023
9:00AM - 9:12AM
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A01.00006: Searching for clog formation in hopper flow through comparative machine learning analyses
Jesse M Hanlan, Sam J Dillavou, Douglas J Durian
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Monday, March 6, 2023
9:12AM - 9:24AM
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A01.00007: Variational Computation of the Committor for Reactive Events In and Out of Equilibrium
Aditya N Singh, David T Limmer
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Monday, March 6, 2023
9:24AM - 9:36AM
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A01.00008: Predicting Microfluidic Droplet Diameters Using Machine Learning
Serena Holte
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Monday, March 6, 2023
9:36AM - 9:48AM
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A01.00009: Machine Learning for Metamaterial Design
Ryan van Mastrigt, Marjolein Dijkstra, Martin van Hecke, Corentin Coulais
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Monday, March 6, 2023
9:48AM - 10:00AM
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A01.00010: Decomposing Long-Time Behavior of Dynamical Systems through Linear Regression
Sam Quinn, Joshua L. Pughe-Sanford, Roman O Grigoriev
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Monday, March 6, 2023
10:00AM - 10:12AM
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A01.00011: Learning hydrodynamic equations from microscopic Langevin simulations of self-propelled particles dynamics
Bappaditya Roy, Natsuhiko Yoshinaga
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Monday, March 6, 2023
10:12AM - 10:24AM
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A01.00012: Unraveling the role of Hydrogen bonds via two machine learning methods
Freddie R Salsbury, Dizhou Wu
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Monday, March 6, 2023
10:24AM - 10:36AM
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A01.00013: Statistical properties of empirical cross-covariance matrices of correlated large-dimensional datasets
Arabind Swain, Eslam Abdelaleem, Ilya M Nemenman
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