Sohei Arisaka

Title: Sohei Arisaka: Inventor in Flow Field Prediction

Introduction

Sohei Arisaka is an inventor associated with Singapore and Kajima Corporation. His patent work concerns using machine learning to predict urban airflow around buildings.

Latest Patents

Arisaka is associated with 1 patent: “Flow field prediction device, learning device, flow field prediction program, and learning program.” The invention describes a device that takes analysis results produced by a first, less accurate computation method and supplies them to a learning model trained with results from a more accurate method. The model’s output is then used as a prediction of the flow field across a city block containing multiple buildings.

Career Highlights

Arisaka’s listed patent reflects an approach that combines computational analysis and machine learning to improve flow field predictions. He is associated with Kajima Corporation.

Collaborations

His listed coworkers include Junki Yamaguchi and Yasuhito Yoshida.

Conclusion

Sohei Arisaka’s patent focuses on applying a trained learning model to urban flow analysis, using more accurate computational results to guide predictions from less intensive calculations.