74th Annual Meeting of the APS Division of Fluid Dynamics
Volume 66, Number 17
Sunday–Tuesday, November 21–23, 2021;
Phoenix Convention Center, Phoenix, Arizona
Session Index
Session A31: Nonlinear Dynamics: General & Chaos
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Show Abstracts |
Chair: Wenbo Tang, Arizona State University
Room: North 232 ABC
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Sunday, November 21, 2021
8:00AM - 8:13AM
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A31.00001: Data-driven discovery of model error in chaotic systems by integrating Bayesian sparse regression and data assimilation
Rambod Mojgani, Pedram Hassanzadeh, Ashesh K Chattopadhyay
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Sunday, November 21, 2021
8:13AM - 8:26AM
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A31.00002: Reconstructing various regimes of the complex Ginzburg--Landau model from data
Sijie Huang, Poorbayan Das, Jeonglae Kim
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Sunday, November 21, 2021
8:26AM - 8:39AM
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A31.00003: Unsupervised Learning of Dimensionless Groups and Minimally Parametrized Equations
Joseph Bakarji, Steven L Brunton, Nathan Kutz, Jared Callaham
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Sunday, November 21, 2021
8:39AM - 8:52AM
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A31.00004: Robust machine learning of turbulence through generalized Buckingham Pi-inspired pre-processing of training data
Kai Fukami, Kunihiko Taira
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Sunday, November 21, 2021
8:52AM - 9:05AM
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A31.00005: Multi-point penalty-based optimization for optimal control of chaotic turbulent flow
Seung Whan Chung, Jonathan B Freund
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Sunday, November 21, 2021
9:05AM - 9:18AM
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A31.00006: Reservoir Computing as a Tool for Climate Predictability Studies
Balu Nadiga
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Sunday, November 21, 2021
9:18AM - 9:31AM
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A31.00007: Autoencoded Reservoir Computing for the Spatio-Temporal Prediction of a Turbulent Flow
Nguyen Anh Khoa Doan, Luca Magri
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Sunday, November 21, 2021
9:31AM - 9:44AM
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A31.00008: Gradient-free optimization of chaotic acoustics with echo state networks
Francisco Huhn, Luca Magri
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Sunday, November 21, 2021
9:44AM - 9:57AM
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A31.00009: The Lorenz 63 model by quantum machine learning
Philipp Pfeffer, Florian Heyder, Joerg Schumacher
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