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Assessment of supervised machine learning methods for fluid flows
Fukami, Kai, Fukagata, Koji, Taira, Kunihiko
Published in Theoretical and computational fluid dynamics (01.08.2020)
Published in Theoretical and computational fluid dynamics (01.08.2020)
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Super-resolution analysis via machine learning: a survey for fluid flows
Fukami, Kai, Fukagata, Koji, Taira, Kunihiko
Published in Theoretical and computational fluid dynamics (01.08.2023)
Published in Theoretical and computational fluid dynamics (01.08.2023)
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A priori analysis on deep learning of subgrid-scale parameterizations for Kraichnan turbulence
Pawar, Suraj, San, Omer, Rasheed, Adil, Vedula, Prakash
Published in Theoretical and computational fluid dynamics (01.08.2020)
Published in Theoretical and computational fluid dynamics (01.08.2020)
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Toward particle-resolved accuracy in Euler–Lagrange simulations of multiphase flow using machine learning and pairwise interaction extended point-particle (PIEP) approximation
Balachandar, S., Moore, W. C., Akiki, G., Liu, K.
Published in Theoretical and computational fluid dynamics (01.08.2020)
Published in Theoretical and computational fluid dynamics (01.08.2020)
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Applications of the dynamic mode decomposition
Schmid, P. J., Li, L., Juniper, M. P., Pust, O.
Published in Theoretical and computational fluid dynamics (01.06.2011)
Published in Theoretical and computational fluid dynamics (01.06.2011)
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Stability and modal analysis of shock/boundary layer interactions
Nichols, Joseph W., Larsson, Johan, Bernardini, Matteo, Pirozzoli, Sergio
Published in Theoretical and computational fluid dynamics (01.02.2017)
Published in Theoretical and computational fluid dynamics (01.02.2017)
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Sparse sensor reconstruction of vortex-impinged airfoil wake with machine learning
Zhong, Yonghong, Fukami, Kai, An, Byungjin, Taira, Kunihiko
Published in Theoretical and computational fluid dynamics (01.04.2023)
Published in Theoretical and computational fluid dynamics (01.04.2023)
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Numerical tripping of high-speed turbulent boundary layers
Ceci, Alessandro, Palumbo, Andrea, Larsson, Johan, Pirozzoli, Sergio
Published in Theoretical and computational fluid dynamics (01.12.2022)
Published in Theoretical and computational fluid dynamics (01.12.2022)
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