Hasegawa Laboratory, Institute of Industrial Science, The University of Tokyo

Toshitaka Itoh, Ph.D.

Experience

Apr. 2021 - Mar. 2022

Postdoctroral Research Associate, Institute of Industrial Science, The University of Tokyo

Apr. 2022 - Aug. 2024

R&D Engineer, Cellid Inc.

Sep. 2024 -

Postdoctroral Research Associate, Institute of Industrial Science, The University of Tokyo

Education

Mar. 2016

B. Eng., Department of Mechano-Aerospace Engineering, Tokyo Institute of Technology.

Mar. 2018

M. Eng., Department of Aeronautics and Astronautics, The University of Tokyo

Mar. 2021

Ph. D., Department of Mechanics, The University of Tokyo

Research Interests

Turbulence, Flow Control, Vortex Dynamics, Machine Learning, Flow Measurement, AR, Computer Vision

Journal Papers

Y. Yugeta, Y. Uji, T. Itoh, and Y. Hasegawa,
“Prediction of optimal control input in a fully developed turbulent channel flow by machine learning”
J. Fluid Sci. Tech. 18(4) (2023) JFST0033

T. Sonoda, Z. Liu, T. Itoh, and Y. Hasegawa,
“Reinforcement learning of control strategies for reducing skin friction drag in a fully developed turbulent channel flow”
J. Fluid Mech.. 960 (2023) A30

T. Itoh, Y. Naka, Y. Minanmoto, M. Shimura and M. Tanahashi,
“Large-scale clustering of coherent fine-scale eddies in a turbulent mixing layer”
Int. J. Heat Fluid Flow 72 (2018) 100-108

Proceedings in English

Y. Yugeta, K. Uji, T. Itoh, and Y. Hasegawa,
“Machine learning of Optimal Control Input in a Fully Developed Turbulent Channel Flow;
10th International Symposium on Turbulence, Heat and Mass Transfer, Italy, September, 2023

T. Sonoda, Z. Liu, T. Itoh, and Y. Hasegawa,
“Reinforcement learning for reduction of skin friction drag in a fully developed turbulent channel flow;
Twelfth International Symposium on Turbulent and Shear Flow Phenomena (TSFP-12), Japan, July, 2022

T. Itoh, and Y. Hasegawa,
“Optimal large-scale control input for drag reduction in turbulent channel flow;
Second Pacific Rim Thermal Engineering Conference. USA, December, 2019

Y. Naka, T. Itoh, Y. Minamoto, M. Shimura and M. Tanahashi,
“Coherent fine-scale eddy cluster in a turbulent mixing layer;
Tenth International Symposium on Turbulent and Shear Flow Phenomena (TSFP-10). USA, July, 2017