Welcome to Keio Univ. Fukagata Laboratory!

Fukagata laboratory, Department of Mechanical Engineering, Keio University, is a relatively new laboratory, born in 2007.

Our research interests are numerical simulation and mathematical modeling of complex heat and fluid flow phenomena including turbulent flows and development of advanced control methods for such flow phenomena. The research area is being expanded toward establishment of design methodology for thermo-fluids systems by integrating control theories, optimization methods, machine learning, and large-scale flow simulation techniques.

News

2022-08-01	Conference	Fujima (M2), Matsuo (M2), Sato (M2), Chida (M1), and Miura (M1) made presentations at WCCM-APCOM 2022, Yokohama (Online).
2022-07-23	Out now!	M. Morimoto, K. Fukami, R. Maulik, R. Vinuesa, and K. Fukagata, "Assessments of epistemic uncertainty using Gaussian stochastic weight averaging for fluid-flow regression," Physica D 440, 133454 (2022).
2022-07-20	Conference	Okochi (M2) and Nabae (Alumni) made presentations at TSFP12, Osaka (Online).
2022-06-25	Out now!	M. Morimoto, K. Fukami, R. Maulik, R. Vinuesa, and K. Fukagata, Featured Research in CFD35: "Model-form uncertainty quantification in neural-network-based fluid-flow estimation," Nagare - J. Jpn. Soc. Fluid Mech. 41, 89-92 (2022).
2022-06-22	Out now!	Y. Nabae and K. Fukagata, "Drag reduction effect of streamwise traveling wave-like wall deformation with spanwise displacement variation in turbulent channel flow," Flow Turbul. Combust. (2022). https://doi.org/10.1007/s10494-022-00334-w
2022-05-31	Out now!	T. Nakamura and K. Fukagata, "Robust training approach of neural networks for fluid flow state estimations," Int. J. Heat Fluid Flow 96, 108977 (2022).
2022-05-26	Conference	Fukagata gave an invited lecture at ParCFD 2022 (Alba, Italy (Hybrid)).
2022-03-31		Fukagata gave an invited talk at INI Workshop (Cambridge (hybrid)).
2022-03-31	Award	Chida (B4) received the Best Presentation Award at 61st JSME Kanto Student Union Conference.
2022-03-31	Out now!	D. Hiruma, R. Onishi, K. Takahashi, and K. Fukagata, "Sensitivity study on storm modulation through a strategic use of consumer air conditioners," Atmos. Sci. Lett. 23, e1091 (2022).
2022-03-28		Hasegawa (M2.5) received the JSME Miura Award, and Morimoto (M2) received the Fujiwara Award.
2022-03-23		Chida (B4) received the Certificate of Merit from the Chair of Department of Mechanical Engineering, Keio University.
2022-03-08		Fujima (M1) received the Outstanding Presentation Award at 25th Inter-University Workshop on Turbulence Control (online).
2022-03-08	Out now!	T. Nakamura, K. Fukami, and K. Fukagata, "Identifying key differences between linear stochastic estimation and neural networks for fluid flow regressions," Sci. Rep. 12, 3726 (2022).
2022-02-15	Out now!	K. Fukagata, News & Views: "Towards quantum computing of turbulence," Nat. Comput. Sci. 2, 68-69 (2022).
2022-02-09	PhD defense	Nabae (D3)'s PhD defense was held.

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