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"au:"Kunihiko Taira"" — arXiv2 Search
Showing 1–9 of 9 results
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Sep 7, 2024
Single-snapshot machine learning for super-resolution of turbulence
Feb 28, 2024
Data-driven nonlinear turbulent flow scaling with Buckingham Pi variables
May 13, 2023
Grasping Extreme Aerodynamics on a Low-Dimensional Manifold
May 9, 2023
Sparse sensor reconstruction of vortex-impinged airfoil wake with machine learning
Jan 26, 2023
Super-Resolution Analysis via Machine Learning: A Survey for Fluid Flows
Jan 3, 2021
Global field reconstruction from sparse sensors with Voronoi tessellation-assisted deep learning
Dec 16, 2020
Probabilistic neural network-based reduced-order surrogate for fluid flows
Apr 24, 2020
Machine learning based spatio-temporal super resolution reconstruction of turbulent flows
Jan 27, 2020
Assessment of supervised machine learning methods for fluid flows