Tuesday, November 26, 2024
8:00AM - 8:13AM
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X12.00001: Hybrid Auto-Encoder with SVD-like Convergence
Nithin Somasekharan, Shaowu Pan
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Tuesday, November 26, 2024
8:13AM - 8:26AM
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X12.00002: Reduced Representations of Turbulent Rayleigh-Bénard Flows via Autoencoders
Melisa Y Vinograd, Melisa Y Vinograd, Patricio Clark Di Leoni
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Tuesday, November 26, 2024
8:26AM - 8:39AM
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X12.00003: Data-driven linear analysis of turbulent flows via nonlinearity-subtracted dynamic mode decomposition
Benjamin Herrmann, Katherine Cao, Carlos A Gonzalez, Steven L Brunton, Beverley J McKeon
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Tuesday, November 26, 2024
8:39AM - 8:52AM
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X12.00004: Dynamic mode decomposition for self-similar dynamics
Kevin Chen, Jacob Page
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Tuesday, November 26, 2024
8:52AM - 9:05AM
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X12.00005: A meshless method to compute the POD and its variants from scattered data
Iacopo Tirelli, Miguel A Mendez, Andrea Ianiro, Stefano Discetti
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Tuesday, November 26, 2024
9:05AM - 9:18AM
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X12.00006: Non-Gaussian Variational Data Assimilation Embedded Reduced-Order Modeling Methods Through Statistical Error Transformations
Muhammad Waleed Khan, Cheng Huang
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Tuesday, November 26, 2024
9:18AM - 9:31AM
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X12.00007: Data-driven insights into fluid-structure association and energy quantification
Cruz Y. Li, Yunlong Wang, Shuang Wu, Xisheng Lin, Tim K.T. Tse
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Tuesday, November 26, 2024
9:31AM - 9:44AM
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X12.00008: Flow dynamics from flow field measurements and a Galerkin Model.
Qihong Lorena L Li Hu, Patricia García-Caspueñas, Andrea Ianiro, Stefano Discetti
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Tuesday, November 26, 2024
9:44AM - 9:57AM
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X12.00009: A novel LES-augmented machine learning algorithm for turbulent flow and bed morphodynamics prediction in large-scale environments
Zexia Zhang, Fotis Sotiropoulos, Ali Khosronejad
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Tuesday, November 26, 2024
9:57AM - 10:10AM
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X12.00010: Predicting steady-state flow over two-dimensional airfoils using graph neural networks
Sankalp Jena, Gabriel D Weymouth, Artur K Lidtke, Andrea Coraddu
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