セッション詳細

OS.4-3:Flow analysis with the aid of data science (Transport phenomena, Complex flows) (English-Based Session)

2025年12月18日(木) 10:40 〜 12:00
B室:国際会議室(2階)
座長:長谷川 洋介(東京大学)

[OS4-3-1-01]Transient causal modal analysis of unsteady aerodynamics: A local learning approach

*Kai Fukami1, Ryo Koshikawa1, Ryo Araki2 (1. Tohoku University, 2. Tokyo University of Science)

[OS4-3-1-02]Transient causal modal analysis of unsteady aerodynamics: A global learning approach

*Ryo Koshikawa1, Ryo Araki2, Qiong Liu3, Kai Fukami1 (1. Tohoku Univ., 2. Tokyo Univ. Sci., 3. New Mexico State Univ.)

[OS4-3-1-03]Data-driven time-dependent modal analysis for extreme vortex-gust airfoil interactions

*Shaghayegh Zamani Ashtiani1,2, Kai Fukami2 (1. University of Pittsburgh, 2. Tohoku University)

[OS4-3-1-04]Machine learning-based flow regime identification for plasma turbulence

*Hiroshi Omichi1, Koji Fukagata2 (1. Keio University Graduate School of Science and Technology, 2. Keio University)