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K

Kai Fukami

Tohoku University

21H指数
69论文数
2.9K被引数
收录论文 19
发表时间
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Data-driven modeling and decomposition for nanoscale liquid-film dynamics: Application to superspreading nanofluid droplets基于数据驱动的纳米尺度液膜动力学建模与分解：在超扩展纳米流体液滴中的应用
errEuropean Journal of Mechanics - B/Fluids
IF0
err2026-06-29
err0
errOAAI
errKai Fukami; Eita Shoji
err分享
err收藏
Convolutional causal learning for aerodynamic flows卷积因果学习在气动流场中的应用
errJournal of Fluid Mechanics
IF3.9
err2026-06-11
err0
errOAAI
errRyo Koshikawa; Ryo Araki; Qiong Liu; Kai Fukami
err分享
err收藏
Phase autoencoder for rapid data-driven synchronization of rhythmic spatiotemporal patterns
errPhysical Review E
IF2.4
err2025-12-15
err3
PREAI
errYawata, Koichiro; Sakuma, Ryo; Fukami, Kai; Taira, Kunihiko; Nakao, Hiroya
err分享
err收藏
Compact representation of transonic airfoil buffet flows with observable-augmented machine learning跨声速翼型抖振流动的紧凑表示：基于可观测增强机器学习
errJOURNAL OF FLUID MECHANICS
IF3.9
err2025-10-23
err0
errOAAI
errFukami, Kai; Iwatani, Yuta; Maejima, Soju; Asada, Hiroyuki; Kawai, Soshi
err分享
err收藏
Observable-augmented manifold learning for multi-source turbulent flow data观测增强流形学习在多源湍流数据中的应用
errJOURNAL OF FLUID MECHANICS
IF3.9
err2025-05-09
err0
PREAI
errFukami, Kai; Taira, Kunihiko
err分享
err收藏
Single-snapshot machine learning for super-resolution of turbulence用于湍流超分辨率的单快照机器学习
errJOURNAL OF FLUID MECHANICS
IF3.9
err2024-12-12
err3
errOAAI
errFukami, Kai; Taira, Kunihiko
err分享
err收藏
Data-driven transient lift attenuation for extreme vortex gust-airfoil interactions极端涡旋阵风-翼型相互作用的数据驱动瞬态升力衰减
errJOURNAL OF FLUID MECHANICS
IF3.9
err2024-09-10
err6
PREAI
errFukami, Kai; Nakao, Hiroya; Taira, Kunihiko
err分享
err收藏
Data-driven nonlinear turbulent flow scaling with Buckingham Pi variables具有白金汉Pi变量的数据驱动的非线性湍流缩放
errJOURNAL OF FLUID MECHANICS
IF3.9
err2024-04-01
err10
errOAAI
errFukami, Kai; Goto, Susumu; Taira, Kunihiko
err分享
err收藏
A cyclic perspective on transient gust encounters through the lens of persistent homology通过持续同源性的镜头对短暂阵风遭遇的循环观点
errJOURNAL OF FLUID MECHANICS
IF3.9
err2024-01-30
err9
errOAAI
errSmith, Luke; Fukami, Kai; Sedky, Girguis; Jones, Anya; Taira, Kunihiko
err分享
err收藏
Grasping extreme aerodynamics on a low-dimensional manifold在低维歧管上掌握极端的空气动力学
errNATURE COMMUNICATIONS
IF15.7
err2023-10-14
err18
errOAAI
errFukami, Kai; Taira, Kunihiko
err分享
err收藏
Identifying key differences between linear stochastic estimation and neural networks for fluid flow regressions
errSCIENTIFIC REPORTS
IF3.9
err2022-03-08
err20
errOAAI
errNakamura, Taichi; Fukami, Kai; Fukagata, Koji
err分享
err收藏
Global field reconstruction from sparse sensors with Voronoi tessellation-assisted deep learning
errNATURE MACHINE INTELLIGENCE
IF23.9
err2021-10-28
err110
errOAAI
errFukami, Kai; Maulik, Romit; Ramachandra, Nesar; Fukagata, Koji; Taira, Kunihiko
err分享
err收藏
Sparse identification of nonlinear dynamics with low-dimensionalized flow representations
errJOURNAL OF FLUID MECHANICS
IF3.9
err2021-09-06
err73
errOAAI
errFukami, Kai; Murata, Takaaki; Zhang, Kai; Fukagata, Koji
err分享
err收藏
Experimental velocity data estimation for imperfect particle images using machine learning
errPHYSICS OF FLUIDS
IF4.3
err2021-08-30
err56
errOAAI
errMorimoto, Masaki; Fukami, Kai; Fukagata, Koji
err分享
err收藏
Convolutional neural network and long short-term memory based reduced order surrogate for minimal turbulent channel flow卷积神经网络和基于长短期记忆的最小湍流通道流降阶代理
errPHYSICS OF FLUIDS
IF4.3
err2021-02-25
err134
errOAAI
errNakamura, Taichi; Fukami, Kai; Hasegawa, Kazuto; Nabae, Yusuke; Fukagata, Koji
err分享
err收藏
Machine-learning-based spatio-temporal super resolution reconstruction of turbulent flows基于机器学习的湍流时空超分辨率重建
errJOURNAL OF FLUID MECHANICS
IF3.9
err2020-12-21
err206
errOAAI
errFukami, Kai; Fukagata, Koji; Taira, Kunihiko
err分享
err收藏
Convolutional neural network based hierarchical autoencoder for nonlinear mode decomposition of fluid field data基于卷积神经网络的分层自动编码器，用于流场数据的非线性模式分解
errPHYSICS OF FLUIDS
IF4.3
err2020-09-08
err132
errOAAI
errFukami, Kai; Nakamura, Taichi; Fukagata, Koji
err分享
err收藏
Nonlinear mode decomposition with convolutional neural networks for fluid dynamics用于流体动力学的卷积神经网络的非线性模式分解
errJOURNAL OF FLUID MECHANICS
IF3.9
err2019-11-06
err243
errOAAI
errMurata, Takaaki; Fukami, Kai; Fukagata, Koji
err分享
err收藏
Super-resolution reconstruction of turbulent flows with machine learning基于机器学习的湍流超分辨率重建
errJOURNAL OF FLUID MECHANICS
IF3.9
err2019-05-07
err529
errOAAI
errFukami, Kai; Fukagata, Koji; Taira, Kunihiko
err分享
err收藏

研究方向

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合作学者
合作期刊
K
Kunihiko Taira
H 指数: 36 · 论文数: 288
K
Koji Fukagata
H 指数: 34 · 论文数: 305
S
Soshi Kawai
H 指数: 34 · 论文数: 225
H
Hiroya Nakao
H 指数: 32 · 论文数: 201
A
Anya R. Jones
H 指数: 31 · 论文数: 162
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