OS.4-2：流体データの処理と活用（可視化，プリ・ポスト処理，データ同化，機械学習（人工知能），データ分析法，設計探査，最適化など）

[3511-14-02] Deep Learning Model for Improvement of Prediction Accuracy of Turbulence Statistics in Pulsating Turbulent Pipe Flow and Analysis of CNN Low-Dimensional Modes

*Sota Kumazawa¹, Tomohiro Nimura¹, Akira Murata¹, Kaoru Iwamoto¹ (1. Tokyo University of Agriculture and Technology)

Keywords:Deep Learning, Pulsating Flow, Time Series Prediction