Takumi Endo

PhD student at Technical University of Munich,
Doctoral fellow of Studienstiftung des deutschen Volkes

Journal Articles

  • Takumi Endo, Cem Guzelbulut, “Performance Analysis of Interacting Rigid Wind Sails and Rotor Sails by Kriging Surrogate Model,” Journal of ETA Maritime Science, Dec. 2025.

Conference Proceedings

  • Takumi Endo, Ming Liu, Chisachi Kato, Yosuke Hasegawa, “Development of a GANs-Based Wall Model for Large Eddy Simulation Using Local Flow Information,” in Proceedings of the 36th Parallel CFD International Conference (ParCFD 2025), Mérida, Mexico, Nov. 23–25, 2025. (in press)

  • Takumi Endo, Ming Liu, Zhuchen Liu, Yusuke Yugeta, Chisachi Kato, Yosuke Hasegawa, “Development of GANs-based Wall Model for Large Eddy Simulation of Wall-Bounded Flow,” in Proceedings of the 15th ERCOFTAC Symposium on Engineering Turbulence Modelling and Measurements (ETMM-15), ed. S. Hickel, Dubrovnik, Croatia, Sep. 22–24, 2025. https://doi.org/10.5281/zenodo.17280519

Conference Presentations

  • Takumi Endo, Ming Liu, Chisachi Kato, Yosuke Hasegawa, “Application of GAN to Wall-Modeled LES Using Local Flow Information and Its Performance Evaluation,” 39th CFD Symposium, Kita-kyushu, Japan, Dec. 2025.

  • Ayato Hirayama, Sho Watanabe, Yusuke Yugeta, Takumi Endo, Yosuke Hasegawa, “Shape Optimization of Flow Around a Two-Dimensional Cylinder Using a Low-Resolution CFD and PINN,” 39th CFD Symposium, Kita-kyushu, Japan, Dec. 2025.

  • Ayato Hirayama, Sho Watanabe, Yusuke Yugeta, Takumi Endo, Yosuke Hasegawa, “Shape optimization of flow around a two-dimensional body using a PINN with boundary conditions imposed as hard constraints,” JSFM Annual Meeting 2025, Osaka, Japan, Sep. 2025.

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

  • Takumi Endo, Ming Liu, Zhuchen Liu, Yusuke Yugeta, Chisachi Kato, Yosuke Hasegawa, “Development of Wall Model for Large Eddy Simulation Using Generative Adversarial Networks,” 38th CFD Symposium, Tokyo, Japan, Dec. 2024.

Profiles

For the most up-to-date list, please also see: