Fluid Analysis

Achieving highly accurate flow analysis through FEM-based computational fluid dynamics, covering fluid phenomena at diverse scales — from river flooding to urban wind environments.

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Tsunami Evacuation Simulation

津波避難シミュレーションに関する研究

Tsunami Evacuation Simulation

Combining tsunami inundation prediction with multi-agent evacuation simulation to enable estimation of human casualties.

#Tsunami#Evacuation Simulation#Disaster Prevention

Atmospheric Environment Flow Analysis

大気環境流れ解析に関する研究

Atmospheric Environment Flow Analysis

Developing thermal environment analysis methods for urban planning, addressing urban heat problems such as building winds and the heat island effect.

#Wind Analysis#Urban Environment

Real-time Flood Prediction with Deep Learning

深層学習と次元圧縮技術の融合による、リアルタイム浸水域予測手法の構築

Real-time Flood Prediction with Deep Learning

Developing a surrogate model that combines dimensionality reduction and deep learning to predict flood inundation areas in seconds while maintaining accuracy comparable to physics-based simulation.

#Deep Learning#River Flooding#Real-time Prediction