Grasping Extreme Aerodynamics on a Low-Dimensional Manifold

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Grasping Extreme Aerodynamics on a Low-Dimensional Manifold

13 May 2023

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Papers citing "Grasping Extreme Aerodynamics on a Low-Dimensional Manifold"

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Title
Attention on flow control: transformer-based reinforcement learning for lift regulation in highly disturbed flows Zhecheng Liu Jeff D. Eldredge 77 0 0 11 Jun 2025
Information-theoretic machine learning for time-varying mode decomposition of separated aerodynamic flows Kai Fukami Ryo Araki OOD 19 0 0 30 May 2025
Low-Order Flow Reconstruction and Uncertainty Quantification in Disturbed Aerodynamics Using Sparse Pressure Measurements Hanieh Mousavi J. Eldredge 74 3 0 08 Jan 2025
Dynamical system prediction from sparse observations using deep neural networks with Voronoi tessellation and physics constraint Hanyang Wang Hao Zhou Sibo Cheng AI4CE 80 8 0 31 Aug 2024
Decoder Decomposition for the Analysis of the Latent Space of Nonlinear Autoencoders With Wind-Tunnel Experimental Data Yaxin Mo Tullio Traverso Luca Magri AI4CE 74 4 0 25 Apr 2024
Phase autoencoder for limit-cycle oscillators K. Yawata Kai Fukami Kunihiko Taira Hiroya Nakao 126 9 0 28 Feb 2024
Super-Resolution Analysis via Machine Learning: A Survey for Fluid Flows Kai Fukami K. Fukagata Kunihiko Taira AI4CE 89 110 0 26 Jan 2023