מאמרים עם הרשאות לגישה ציבורית - Kai Fukamiלמידע נוסף
לא זמין באתר כלשהו: 1
3 次元チャネル乱流における機械学習超解像解析
深見開， 深潟康二， 平邦彦
流体工学部門講演会講演論文集 2019, OS8-01, 2019
הרשאות: US Department of Defense
זמינים באתר כלשהו: 13
Super-resolution reconstruction of turbulent flows with machine learning
K Fukami, K Fukagata, K Taira
Journal of Fluid Mechanics 870, 106-120, 2019
הרשאות: US Department of Defense
Machine-learning-based spatio-temporal super resolution reconstruction of turbulent flows
K Fukami, K Fukagata, K Taira
Journal of Fluid Mechanics 909, A9, 2021
הרשאות: US Department of Defense
Assessment of supervised machine learning methods for fluid flows
K Fukami, K Fukagata, K Taira
Theoretical and Computational Fluid Dynamics 34 (4), 497-519, 2020
הרשאות: US Department of Defense
Global field reconstruction from sparse sensors with Voronoi tessellation-assisted deep learning
K Fukami, R Maulik, N Ramachandra, K Fukagata, K Taira
Nature Machine Intelligence 3, 945-951, 2021
הרשאות: US Department of Energy, US Department of Defense
Probabilistic neural networks for fluid flow surrogate modeling and data recovery
R Maulik, K Fukami, N Ramachandra, K Fukagata, K Taira
Physical Review Fluids 5 (10), 104401, 2020
הרשאות: US Department of Energy, US Department of Defense
Super-resolution analysis via machine learning: a survey for fluid flows
K Fukami, K Fukagata, K Taira
Theoretical and Computational Fluid Dynamics 37 (4), 421-444, 2023
הרשאות: US Department of Defense
Grasping extreme aerodynamics on a low-dimensional manifold
K Fukami, K Taira
Nature Communications 14, 6480, 2023
הרשאות: US Department of Defense
Assessments of epistemic uncertainty using Gaussian stochastic weight averaging for fluid-flow regression
M Morimoto, K Fukami, R Maulik, R Vinuesa, K Fukagata
Physica D: Nonlinear Phenomena 440, 133454, 2022
הרשאות: US Department of Energy
A cyclic perspective on transient gust encounters through the lens of persistent homology
L Smith, K Fukami, G Sedky, A Jones, K Taira
Journal of Fluid Mechanics 980, A18, 2024
הרשאות: US National Science Foundation, US Department of Defense
Image and video compression of fluid flow data
V Anatharaman, J Feldkamp, K Fukami, K Taira
Theoretical and Computational Fluid Dynamics 37 (1), 61-82, 2023
הרשאות: US Department of Defense
Sparse pressure-based machine learning approach for aerodynamic loads estimation during gust encounters
D Chen, F Kaiser, JC Hu, DE Rival, K Fukami, K Taira
AIAA Journal 62 (1), 275-290, 2024
הרשאות: US Department of Defense
Learning the nonlinear manifold of extreme aerodynamics
K Fukami, K Taira
36th Conference on Neural Information Processing Systems (NeurIPS), 2022
הרשאות: US Department of Defense
Data-Driven Modeling, Sensing, and Control of Extreme Vortex-Airfoil Interactions
K Fukami, K Taira
AIAA AVIATION FORUM AND ASCEND 2024, 4531, 2024
הרשאות: US Department of Defense
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