Bayesian optimization of traveling wave-like wall deformation for friction drag reduction in turbulent channel flow
We attempt to optimize the control parameters of traveling wave-like wall deformation for turbulent friction drag reduction using the Bayesian optimization. The Bayesian optimization is an optimization method based on stochastic processes, and it is good at finding the parameter values to minimize (...
Main Authors: | , |
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Format: | Article |
Language: | English |
Published: |
The Japan Society of Mechanical Engineers
2021-12-01
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Series: | Journal of Fluid Science and Technology |
Subjects: | |
Online Access: | https://www.jstage.jst.go.jp/article/jfst/16/4/16_2021jfst0024/_pdf/-char/en |