Published papers
Fukagata, Koji
21-40 items (total 171)
Convolutional neural networks for fluid flow analysis: toward effective metamodeling and low dimensionalization
- Author
- M. Morimoto, K. Fukami, K. Zhang, A. G. Nair, and K. Fukagata
- Publication Title
- Magazine name Theor. Comput. Fluid Dyn. Start Page 633 - End Page 658 (Publication Date）2021/08）
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- Last Author
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- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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Experimental velocity data estimation for imperfect particle images using machine learning
- Author
- M. Morimoto, K. Fukami, and K. Fukagata
- Publication Title
- Magazine name Phys. Fluids Volume 33(Issue 8) Start Page 087121 (Publication Date）2021/08）
- Role
- Last Author Corresponding Author
- Authorship Category
- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
- With
Sparse identification of nonlinear dynamics with low-dimensionalized flow representations
- Author
- K. Fukami, T. Murata, K. Zhang, and K. Fukagata
- Publication Title
- Magazine name J. Fluid Mech. Start Page A10 (Publication Date）2021/09）
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- Last Author
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- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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Numerical modeling of spark path with stretching and short circuit in three-dimensional flow
- Author
- R. Arai, Y. Nabae, R. Uekusa, H. Murakami, and K. Fukagata
- Publication Title
- Magazine name SAE Technical Paper (Publication Date）2021/09）
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- Last Author
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- Joint Work
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- Research paper (international conference proceedings)
- Peer-review Status
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Model order reduction with neural networks: Application to laminar and turbulent flows
- Author
- K. Fukami, K. Hasegawa, T. Nakamura, M. Morimoto, and K. Fukagata
- Publication Title
- Magazine name SN Comput. Sci. Start Page 467 (Publication Date）2021/09）
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- Last Author
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- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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The effect of a high-flow nasal cannula on oxygen concentration at the surgical site: A pilot study
- Author
- H. Seki, K. Fukagata, S. Ito, R. Okada, and T. Ouchi
- Publication Title
- Magazine name Br. J. Anaesth. Start Page E192 - End Page E195 (Publication Date）2021/09）
- Authorship Category
- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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Global field reconstruction from sparse sensors with Voronoi tessellation-assisted deep learning
- Author
- K. Fukami, R. Maulik, N. Ramachandra, K. Fukagata, and K. Taira
- Publication Title
- Magazine name Nat. Mach. Intell. Start Page 945 - End Page 951 (Publication Date）2021/10）
- Authorship Category
- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
- With
Bayesian optimization of traveling wave-like wall deformation for friction drag reduction in turbulent channel flow
- Author
- Y. Nabae and K. Fukagata
- Publication Title
- Magazine name J. Fluid Sci. Technol. Start Page JFST0024 (Publication Date）2021/12）
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- Last Author
- Authorship Category
- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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Applying Bayesian optimization with Gaussian process regression to computational fluid dynamics problems
- Author
- Y. Morita, S. Rezaeiravesh, N. Tabatabaei, R. Vinuesa, K. Fukagata, and P. Schlatter
- Publication Title
- Magazine name J. Comput. Phys. Start Page 110788 (Publication Date）2022/01）
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- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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Generalization techniques of neural networks for fluid flow estimation
- Author
- M. Morimoto, K. Fukami, K. Zhang, and K. Fukagata
- Publication Title
- Magazine name Neural Comput. Appl. Volume 34(Issue 5) Start Page 3467 - End Page 3669 (Publication Date）2022/03）
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- Last Author
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- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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Identifying key differences between linear stochastic estimation and neural networks for fluid flow regressions
- Author
- T. Nakamura, K. Fukami, and K. Fukagata
- Publication Title
- Magazine name Scientific Reports Start Page 3726 (Publication Date）2022/03）
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- Last Author Corresponding Author
- Authorship Category
- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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Drag reduction by uniform blowing on the pressure surface of an airfoil
- Author
- S. Miura, M. Ohashi, K. Fukagata, and N. Tokugawa
- Publication Title
- Magazine name AIAA J. Volume 60(Issue 4) Start Page 2241 - End Page 2250 (Publication Date）2022/04）
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- Corresponding Author
- Authorship Category
- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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Robust training approach of neural networks for fluid flow state estimations
- Author
- T. Nakamura and K. Fukagata
- Publication Title
- Magazine name Int. J. Heat Fluid Flow Start Page 108997 (Publication Date）2022/05）
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- Last Author Corresponding Author
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- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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Sensitivity study on storm modulation through a strategic use of consumer air conditioners
- Author
- D. Hiruma, R. Onishi, K. Takahashi, and K. Fukagata
- Publication Title
- Magazine name Atmos. Sci. Lett. (Publication Date）2022/03）
- Authorship Category
- Joint Work
- Publication Category
- Research paper (scientific journal)
- Peer-review Status
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Machine-learning-based spatio-temporal super resolution reconstruction of turbulent flows
- Author
- K. Fukami, K. Fukagata, and K. Taira
- Publication Title
- Magazine name J. Fluid Mech. Start Page A9 (Publication Date）2021/02）
- Authorship Category
- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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Convolutional neural network and long short-term memory based reduced order surrogate for minimal turbulent channel flow
- Author
- T. Nakamura, K. Fukami, K. Hasegawa, Y. Nabae, and K. Fukagata
- Publication Title
- Magazine name Phys. Fluids Start Page 025116 (Publication Date）2021/02）
- Authorship Category
- Joint Work
- Publication Category
- Research paper (scientific journal)
- Peer-review Status
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CNN-LSTM based reduced order modeling of two-dimensional unsteady flows around a circular cylinder at different Reynolds numbers
- Author
- K. Hasegawa, K. Fukami, T. Murata, and K. Fukagata
- Publication Title
- Magazine name Fluid Dyn. Res. Start Page 065501 (Publication Date）2020/11）
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- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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Probabilistic neural networks for fluid flow surrogate modeling and data recovery
- Author
- R. Maulik, K. Fukami, N. Ramachandra, K. Fukagata, and K. Taira
- Publication Title
- Magazine name Phys. Rev. Fluids Start Page 104401 (Publication Date）2020/10）
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- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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Turbulent friction drag reduction on Clark-Y airfoil by passive uniform blowing
- Author
- S. Hirokawa, M. Ohashi, K. Eto, K. Fukagata, and N. Tokugawa
- Publication Title
- Magazine name AIAA J. Start Page 4178 - End Page 4180 (Publication Date）2020/09）
- Authorship Category
- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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Resolvent analysis of turbulent channel flow with manipulated mean velocity profile
- Author
- R. Uekusa, A. Kawagoe, Y. Nabae, and K. Fukagata
- Publication Title
- Magazine name J. Fluid Sci. Technol. Volume 15(Issue 3) Start Page JFST0014 (Publication Date）2020/04）
- Authorship Category
- Joint Work
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- Research paper (scientific journal)
- Peer-review Status
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