Closure Modeling for Three-dimensional Integral Boundary Layer using Physics-constrained Neural Network and Model Inversion-Reference-Cited by-同舟云学术

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Closure Modeling for Three-dimensional Integral Boundary Layer using Physics-constrained Neural Network and Model Inversion

Published:2022-01-03 Issue: Volume: Page:
ISSN:
Container-title:AIAA SCITECH 2022 Forum
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Author:

Zhang Shun¹,Drela Mark¹,Galbraith Marshall C.¹,Allmaras Steven R.¹,Darmofal David L.¹

Affiliation:

1. Massachusetts Institute of Technology

Publisher

American Institute of Aeronautics and Astronautics

Link

https://arc.aiaa.org/doi/pdf/10.2514/6.2022-1078

Reference20 articles.

1. XFOIL: An Analysis and Design System for Low Reynolds Number Airfoils

2. Viscous-inviscid analysis of transonic and low Reynolds number airfoils

3. Nishida, B. A. “Fully Simultaneous Coupling of the Full Potential Equation and the Integral Boundary Layer Equations in Three Dimensions,” Ph.D. Thesis,Massachusetts Institute of Technology, 1996.

4. Mughal, B. H. “Integral Methods for Three-Dimensional Boundary Layers,” Ph.D. Thesis,Massachusetts Institute of Technology, 1998.

5. Three-Dimensional Integral Boundary Layer Formulation for General Configurations

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