2 papers
math.NA2024
A multi-mesh approach for accurate computation of multi-target functionals in aerodynamics design
Guanghui Hu, Ruo Li, Jingfeng Wang
Aerodynamic optimal design is crucial for enhancing performance of aircrafts, while calculating multi-target functionals through solving dual equations with arbitrary right-hand si…
math.NA2024
A mechanism-driven reinforcement learning framework for shape optimization of airfoils
Jingfeng Wang, Guanghui Hu
In this paper, a novel mechanism-driven reinforcement learning framework is proposed for airfoil shape optimization. To validate the framework, a reward function is designed and an…