75th Annual Meeting of the Division of Fluid Dynamics
Volume 67, Number 19
Sunday–Tuesday, November 20–22, 2022;
Indiana Convention Center, Indianapolis, Indiana.
Session Index
Session Q22: Turbulence: Machine Learning Methods for Turbulence Modeling II
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Show Abstracts |
Chair: Surabhi Singh, Embry-Riddle Aeronautical University, Daytona Beach
Room: 208
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Monday, November 21, 2022
1:25PM - 1:38PM
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Q22.00001: A deep learning based closure model for the multiscale evolution of Burgers turbulence
Mrigank Dhingra, Anne E Staples, Omer San
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Monday, November 21, 2022
1:38PM - 1:51PM
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Q22.00002: Data-enabled, progressive recalibration of the Spalart-Allmaras model for general purposes
Yuanwei Bin, Xiang F Yang
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Monday, November 21, 2022
1:51PM - 2:04PM
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Q22.00003: Reconstruction of Missing Flow Vectors Using Deep Image Inpainting Based on Partial Convolution Layer
Surabhi Singh, Rahul Sengupta, Lawrence Ukeiley
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Monday, November 21, 2022
2:04PM - 2:17PM
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Q22.00004: A data-driven approach using CNN for wall modeling in Large Eddy Simulation
Golsa Tabe Jamaat, Yuji Hattori
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Monday, November 21, 2022
2:17PM - 2:30PM
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Q22.00005: Data-driven closure modeling for scale resolving PANS simulations in flows with coherent structures
Salar Taghizadeh, Sharath S Girimaji, Freddie D Witherden
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Monday, November 21, 2022
2:30PM - 2:43PM
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Q22.00006: Regression-based projection for learning Mori-Zwanzig operators for isotropic turbulence
Yifeng Tian, Yen Ting Lin, Daniel Livescu
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Monday, November 21, 2022
2:43PM - 2:56PM
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Q22.00007: Frame invariance and scalability of vector cloud neural network for partial differential equations
Muhammad Irfan Zafar, Jiequn Han, Xu-Hui Zhou, Heng Xiao
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Monday, November 21, 2022
2:56PM - 3:09PM
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Q22.00008: Self-Similar Stochastic Excitations For Linear Models In Turbulent Channel Flow
Jacob Holford, Myoungkyu Lee, Yongyun Hwang
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Monday, November 21, 2022
3:09PM - 3:22PM
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Q22.00009: Model-free forecasting of large partially observable spatiotemporally chaotic systems
Vikrant Gupta, Larry K.B. Li, Shiyi Chen, Minping Wan
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