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Grasping extreme aerodynamics on a low-dimensional manifold
Engineering and TechnologyNature Communications

Grasping extreme aerodynamics on a low-dimensional manifold

K. Fukami and K. Taira

This paper investigates the aerodynamic effects of extreme vortical gusts on wings, showcasing how machine learning can simplify complex gust interactions into a manageable framework. Researchers Kai Fukami and Kunihiko Taira reveal the potential for real-time reconstruction of gusty flows using a lift-augmented autoencoder.... show more
Introduction
Literature Review
Methodology
Key Findings
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Conclusion
Limitations
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