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zhenhua Jiang

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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81

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0

Scholarly Papers (3)

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1.

Turbulence Modeling in Cfd with Bayesian Uncertainty Quantification: A Comparative Study of Finite Volume and High-Order Discontinuous Galerkin Methods

Number of pages: 41 Posted: 22 Apr 2025
Boyang An, Yao Li, Xin Zhang, Chao Yan and zhenhua Jiang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 30 (1,318,317)

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Bayesian Uncertainty Quantification, Finite Element Method, Discontinuous Galerkin Method, Finite Volume Method, SA Turbulence Model

2.

Improvement of the Sst Model for Streamline Curvature Effect Based on Field Inversion and Symbolic Regression

Number of pages: 32 Posted: 17 Oct 2024
Boyang An, zhenhua Jiang, Chen Yi, Mingze Han and Chao Yan
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 29 (1,332,057)

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Turbulence Theory, Turbulence Models, Machine Learning

3.

AMPI-CNN: A Physics-Informed Neural Network Designed for Turbulence Modeling with Attention Mechanism and Mamba State-space Model

Number of pages: 31 Posted: 28 Mar 2026 Last Revised: 01 Apr 2026
Boyang An, Chao Yan, Denggao Tang, Yiming Du and zhenhua Jiang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 22 (1,424,331)

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Deep Learning, PINN, State-space Model, Attention Mechanism, SST Turbulence Model