Chuanyi Ma
Papers
2
Total Citations
36
H-Index
2
About
Dr. Chuanyi Ma is a leading researcher in intelligent robotics and tunnel engineering, specializing in the development of autonomous systems for hazardous construction environments. Their major contributions center on creating robots capable of rock mass structure detection and obstacle avoidance, directly addressing safety challenges in tunnel construction. In a landmark 2023 study on the Letuan tunnel in Shandong, China, Dr. Ma introduced an intelligent robot for rock mass detection, achieving 18 citations for its practical field application. Building on this, their 2024 work on lightweight tunnel obstacle detection using an improved YOLOv5 algorithm—also garnering 18 citations—tackled the critical limitation of existing robots that require manual control and lack autonomous navigation. By integrating advanced computer vision with robotics, Dr. Ma has pioneered solutions that replace human workers in high-risk tasks, significantly enhancing construction site safety. Their research not only advances autonomous systems but also provides deployable, real-world tools for the tunneling industry, marking them as a key innovator at the intersection of robotics and civil engineering.
Research Focus
Key Achievements
Top Papers
- 1
- 2Lightweight Tunnel Obstacle Detection Based on Improved YOLOv518 citations · 2024