Monday, November 25, 2024
8:00AM - 8:13AM
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L15.00001: Unveiling the Physics Behind Deep Learning Models: A Path Towards Interpretable AI
Ruo-Qian Wang
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Monday, November 25, 2024
8:13AM - 8:26AM
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L15.00002: Design of computer experiments for modeling hypersonic transition using deep operator networks
Yue Hao, Charles Meneveau, Tamer A Zaki
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Monday, November 25, 2024
8:26AM - 8:39AM
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L15.00003: Conditional Gaussian Koopman Operator for Modeling Complex Systems and Data Assimilation
Chuanqi Chen, Nan Chen, Jinlong Wu
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Monday, November 25, 2024
8:39AM - 8:52AM
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L15.00004: Enhancing Physics-Informed Neural Networks with Constrained Optimization: A Novel Adaptive Augmented Lagrangian Method for Solving Complex PDEs
Qifeng Hu, Shamsulhaq Basir, Inanc Senocak
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Monday, November 25, 2024
8:52AM - 9:05AM
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L15.00005: Intrinsic phase-based proper orthogonal decomposition (IPhaB POD) for near-periodic flows: details and applications
Zoey Flynn, Akhileshwar Borra, Andres Goza, Theresa A Saxton-Fox
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Monday, November 25, 2024
9:05AM - 9:18AM
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L15.00006: Identification of Cross-Frequency Interactions in a Laminar Cavity Flow using Harmonic Resolvent Analysis
Md Rashidul Islam, Yiyang Sun
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Monday, November 25, 2024
9:18AM - 9:31AM
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L15.00007: Modal analysis with Lagrangian coherent structures
Morgan Jones, Charles Klewicki, Oliver Khan, Steve Brunton, Mitul Luhar
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Monday, November 25, 2024
9:31AM - 9:44AM
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L15.00008: Parameterized reduced-order-modeling based on matrix manifolds
Shintaro Sato, Oliver T Schmidt
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Monday, November 25, 2024
9:44AM - 9:57AM
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L15.00009: A deep neural network-based multi-fidelity framework for wind loading predictions on low-rise buildings in urban areas.
Themistoklis Vargiemezis, Catherine Gorle
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Monday, November 25, 2024
9:57AM - 10:10AM
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L15.00010: An equivariant autoencoder for turbulent flows
Matthew Golden, Dimitrios Psaltis, Roman O Grigoriev
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Monday, November 25, 2024
10:10AM - 10:23AM
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L15.00011: Low-order nonlinear aerodynamics models from data with boundedness guarantees
A. Leonid Heide, Shih-Chi Liao, Sergio B Castiblanco-Ballesteros, Gustaaf B Jacobs, Peter Seiler, Maziar S Hemati
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Monday, November 25, 2024
10:23AM - 10:36AM
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L15.00012: On the role of modal phase interference in the formation of asymmetric wakes over a finite-span wing
Maryam Safari, Chi-An Yeh
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