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1 . Academic Journal
Grasping extreme aerodynamics on a low-dimensional manifold
저자
by
Kai Fukami
;
Kunihiko Taira
.
소스
Nature Communications, Vol 14, Iss 1, Pp 1-10 (2023)
Open Access (DOAJ)
Web of Science
Scopus
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4 . Academic Journal
Identifying key differences between linear stochastic estimation and neural networks for fluid flow regressions
저자
by
Taichi Nakamura
;
Kai Fukami
;
Koji Fukagata
.
소스
Scientific Reports, Vol 12, Iss 1, Pp 1-10 (2022)
Open Access (DOAJ)
Web of Science
Scopus
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5 . Academic Journal
Neural network-based anomaly detections for nonlinear dynamical systems / 非線形ダイナミカルシステムに対するニューラルネットワークを用いた異常検知
저자
by
Kai FUKAMI
;
Koji FUKAGATA
;
Masaki MORIMOTO
;
Taichi NAKAMURA
;
中村 太一
, et al.
소스
The Proceedings of Conference of Kanto Branch. 2021, :11
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7 . Academic Journal
Machine learning based state estimation of turbulent flows: robustness for noisy input / 機械学習を用いた乱流の状態推定:入力ノイズに対するロバスト性
저자
by
Kai FUKAMI
;
Koji FUKAGATA
;
Taichi NAKAMURA
;
中村 太一
;
深潟 康二
, et al.
소스
The Proceedings of Conference of Kanto Branch. 2021, :11
Find it @ DONGA
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7 . Academic Journal
Time-series analysis of fluid flow dynamics using latent variables with sparse regressions: towards data-driven flow controls / 潜在ベクトルとスパース回帰を用いた流れ場時系列解析: データ駆動型流れ制御に向けて
저자
by
Kai FUKAMI
;
Kai ZHANG
;
Koji FUKAGATA
;
Shoei KANEHIRA
;
Takaaki MURATA
, et al.
소스
The Proceedings of Mechanical Engineering Congress, Japan. 2021, :J063-10
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7 . Academic Journal
Applications of convolutional neural network-based nonlinear mode decomposition to three-dimensional fluid flows / 畳み込みニューラルネットワークに基づく非線形モード分解の3次元流れへの応用
저자
by
Kai FUKAMI
;
Kazuto HASEGAWA
;
Koji FUKAGATA
;
深潟 康二
;
深見 開
, et al.
소스
The Proceedings of Mechanical Engineering Congress, Japan. 2021, :J063-12
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7 . Academic Journal
Fluid flow state estimation from sparse sensor measurements using convolutional neural network / 畳み込みニューラルネットワークを用いたスパースセンサからの流れ場状態推定
저자
by
Kai FUKAMI
;
Koji FUKAGATA
;
Taichi NAKAMURA
;
中村 太一
;
深潟 康二
, et al.
소스
The Proceedings of Mechanical Engineering Congress, Japan. 2021, :J063-11
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7 . Academic Journal
Toward Turbulence Big Data Analysis Using Machine Learning / 機械学習を用いた乱流ビッグデータ解析に向けて
저자
by
Kai FUKAMI
;
Koji FUKAGATA
;
深潟 康二
;
深見 開
.
소스
計測と制御 / Journal of The Society of Instrument and Control Engineers. 2020, 59(8):571
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6 . Academic Journal
3次元チャネル乱流における機械学習超解像解析 / Machine-learned super-resolution analysis of three-dimensional turbulent channel flow
저자
by
Kai FUKAMI
;
Koji FUKAGATA
;
Kunihiko TAIRA
;
平 邦彦
;
深潟 康二
, et al.
소스
The Proceedings of the Fluids engineering conference. 2019, :OS8-01
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7 . Academic Journal
A cyclic perspective on transient gust encounters through the lens of persistent homology.
저자
by
Smith, Luke
;
Kai Fukami
;
Sedky, Girguis
;
Jones, Anya
;
Kunihiko Taira
.
소스
Journal of Fluid Mechanics; 2/10/2024, Vol. 980, p1-19, 19p
Web of Science
Scopus
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