Physics-guided training of GAN to improve accuracy in airfoil design synthesis
Author:
Funder
Japan Society for the Promotion of Science
The University of Tokyo
Publisher
Elsevier BV
Reference43 articles.
1. Design sensitivity analysis: overview and review;Tortorelli;Inverse Probl. Eng.,1994
2. Sensitivity algorithms for an inverse design problem involving a shock wave;Narducci;Inverse Probl. Eng.,1995
3. An introduction to the adjoint approach to design;Giles;Flow Turbul. Combust.,2000
4. Analysis of a complex of statistical variables into principal components;Hotelling;J. Educ. Psychol.,1933
5. On lines and planes of closest fit to systems of points in space;Pearson;Lond. Edinb. Dublin Philos. Mag. J. Sci.,1901
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