Concepedia

Kai Fukami

KF

31

Publications

2.8K

Citations

21

H-Index

2019

Active since

Affiliations

University of California, Los Angeles(Current)

Keio University

Argonne National Laboratory

Florida State University

Tohoku University

Kai Fukami is an author at University of California, Los Angeles specializing in engineering, data science, and fluid mechanics.

Top concepts

EngineeringData ScienceFluid DynamicsMachine LearningAerodynamicsDeep LearningTurbulenceSpace EngineeringTurbulence ModelingAeroacoustics

Publications per year

2019–2025

31

Publications

31

Super-resolution reconstruction of turbulent flows with machine learning

Kai Fukami, Koji Fukagata, Kunihiko Taira · Journal of Fluid Mechanics · 2019 · 707 citations · Full text

Nonlinear mode decomposition with convolutional neural networks for fluid dynamics

Takaaki Murata, Kai Fukami, Koji Fukagata · Journal of Fluid Mechanics · 2019 · 327 citations · Full text

Assessment of supervised machine learning methods for fluid flows

Kai Fukami, Koji Fukagata, Kunihiko Taira · Theoretical and Computational Fluid Dynamics · 2020 · 220 citations · Full text

Fluid Flows, Engineering, Machine Learning +6

Convolutional neural network and long short-term memory based reduced order surrogate for minimal turbulent channel flow

Taichi Nakamura, Kai Fukami, Kazuto Hasegawa et al. · Physics of Fluids · 2021 · 199 citations · Full text

Convolutional neural network based hierarchical autoencoder for nonlinear mode decomposition of fluid field data

Kai Fukami, Taichi Nakamura, Koji Fukagata · Physics of Fluids · 2020 · 186 citations · Full text

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