Our research focuses on nuclear power plant safety, maintenance, and nuclear security, including resilience assessment, occupational safety monitoring, insider detection, condition-based maintenance, non-destructive testing, and medical imaging using deep learning.
「Detection & Diagnosis for Nuclear & Medical」
①Risk Assessment (resilience index)
②Safety monitoring (occupational safety)
③Nuclear security (insider detection)
④Condition monitoring and maintenance (anomaly detection in dynamic equipment)
⑤Non-destructive testing (flaw depth identification using deep learning)
⑥Medical imaging application (tumor dynamics analysis)
Application of deep learning to the field of nuclear and medical imaging.
Nuclear Safety & Security
Using deep learning to realize the safety and protection of people and property, and the protection of nuclear materials.
Contributing to the next generation of radiation therapy by drawing tumor images using deep learning.