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A reinforcement learning approach to airfoil shape optimization

Shape optimization is an indispensable step in any aerodynamic design. However, the inherent complexity and non-linearity associated with fluid mechanics as well as the high-dimensional design space intrinsic to such problems make airfoil shape optimization a challenging task. Current approaches rel...

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Detalles Bibliográficos
Autores principales: Dussauge, Thomas P., Sung, Woong Je, Pinon Fischer, Olivia J., Mavris, Dimitri N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276028/
https://www.ncbi.nlm.nih.gov/pubmed/37328498
http://dx.doi.org/10.1038/s41598-023-36560-z