Wednesday, March 16, 2022
11:30AM - 12:06PM
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N09.00001: Choosing Optimal Reservoir Computers
Invited Speaker:
Thomas L Carroll
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Wednesday, March 16, 2022
12:06PM - 12:18PM
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N09.00002: Physical Reservoir Computing with Over-Moded Complex Systems
Shukai Ma, Thomas M Antonsen, Steven M Anlage, Edward Ott
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Wednesday, March 16, 2022
12:18PM - 12:30PM
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N09.00003: Data-driven Surrogate Modeling for Nonlinear Material Systems in Unconventional Computing
Philip Buskohl, Benjamin Grossmann, Daniel Nelson, Amanda Criner, Timothy J Vincent, Andrew Gillman
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Wednesday, March 16, 2022
12:30PM - 12:42PM
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N09.00004: Koopman Theory and Predictive Equivalence: Learning Implicit Models of Complex Systems from Partial Observations
Adam Rupe, Velimir V Vesselinov, James P Crutchfield
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Wednesday, March 16, 2022
12:42PM - 12:54PM
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N09.00005: Local Flow Environment as Information Processing Medium
Timothy J Vincent, Philip Buskohl, Benjamin Grossmann, Daniel Nelson, Benjamin Dickinson, Jeffery Baur, Alexander Pankonien
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Wednesday, March 16, 2022
12:54PM - 1:06PM
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N09.00006: Reservoir Computing: Structure analysis and dynamics predictability
Rosangela Follmann, Cassie Mcginnis, Gangadhar Katuri, Epaminondas Rosa
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Wednesday, March 16, 2022
1:06PM - 1:18PM
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N09.00007: Learning Parametric Dynamical Systems from Videos with Integer Programming
Kazem Meidani, Amir Barati Farimani
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Wednesday, March 16, 2022
1:18PM - 1:30PM
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N09.00008: Bayesian Modelling of Phase-Field Crystal Models for Targeted Crystalline Patterns
Natsuhiko Yoshinaga, Satoru Tokuda
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Wednesday, March 16, 2022
1:30PM - 1:42PM
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N09.00009: Learning and predicting complex systems dynamics from single-variable observations
George Stepaniants, Alasdair Hastewell, Dominic J Skinner, Jan F Totz, Jorn Dunkel
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Wednesday, March 16, 2022
1:42PM - 1:54PM
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N09.00010: The information bottleneck powered by deep learning to illuminate micro to macro relationships in complex systems
Kieran A Murphy, Danielle S Bassett
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Wednesday, March 16, 2022
1:54PM - 2:06PM
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N09.00011: Universality in Prediction Markets
Keanu M Rock
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Wednesday, March 16, 2022
2:06PM - 2:18PM
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N09.00012: Lotka-Volterra predator-prey lattice model with a time-dependent carrying capacity.
Mohamed Swailem, Uwe C Tauber
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Wednesday, March 16, 2022
2:18PM - 2:30PM
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N09.00013: Cyclic predator-prey models with time varying rates
Michel Pleimling, Hana Z Mir, James Stidham
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