Homepage:

https://takuendo.github.io/

Title of the master's thesis:

Development of Wall Model for Large Eddy Simulation Using Generative Adversarial Networks

Research area:

Data-driven Aerodynamics for Automotives

Scientific supervisor:

Prof. Dr.-Ing. habil. Thomas Indinger

Publications

Journal publications

Endo, Takumi; Güzelbulut, Cem:
Performance Analysis of Interacting Rigid Wind Sails and Rotor Sails by Kriging Surrogate Model.
Journal of ETA Maritime Science, 13(4), 313–321, 2025.
DOI: 10.4274/jems.2025.26097

Conference contibutions

Endo, Takumi; Liu, Ming; Kato, Chisachi; Hasegawa, Yosuke:
Application of GAN to Wall-Modeled LES Using Local Flow Information and Its Performance Evaluation.
39th CFD Symposium, Tokyo, Japan, December 2025.
Oral presentation.

Endo, Takumi; Liu, Ming; Kato, Chisachi; Hasegawa, Yosuke:
Development of a GANs-Based Wall Model for Large Eddy Simulation Using Local Flow Information.
36th Parallel CFD International Conference (ParCFD36), Mérida, Mexico, November 2025.
Oral presentation (peer reviewed).

Endo, Takumi; Liu, Ming; Liu, Zhuchen; Yugeta, Yusuke; Kato, Chisachi; Hasegawa, Yosuke:
Development of GANs-Based Wall Model for Large Eddy Simulation of Wall-Bounded Flow.
15th International ERCOFTAC Symposium on Engineering Turbulence Modelling and Measurements (ETMM-15), Dubrovnik, Croatia, September 2025.
Oral presentation (peer reviewed).

Endo, Takumi; Liu, Ming; Liu, Zhuchen; Yugeta, Yusuke; Kato, Chisachi; Hasegawa, Yosuke:
Application of GANs to the Development of Wall Models for LES and Evaluation of Their Predictive Performance.
40th IIS TSFD Symposium, Tokyo, Japan, March 2025.
Oral presentation.

Endo, Takumi; Liu, Ming; Liu, Zhuchen; Yugeta, Yusuke; Kato, Chisachi; Hasegawa, Yosuke:
Development of Wall Model for Large Eddy Simulation Using Generative Adversarial Networks.
38th CFD Symposium, Tokyo, Japan, December 2024.
Oral presentation.