Chenyu Shen
Papers
1
Total Citations
6
H-Index
1
About
Chenyu Shen is a rising researcher in the field of soft robotics and intelligent actuation systems, with a primary focus on the modeling and control of pneumatic artificial muscles (PAMs). Their work addresses a critical challenge in biomimetic and rehabilitation robotics: the strong hysteretic nonlinearity and coupled displacement-force behavior inherent in PAMs. In their most cited work, Shen introduced a high-precision hybrid modeling approach using a 3D PI-NARMAX framework, which significantly improves the accuracy of predicting both displacement and force outputs simultaneously—a feat that conventional hysteresis models fail to achieve. This contribution has garnered attention, with the paper accumulating six citations since 2022, marking Shen as an emerging authority in nonlinear system identification for soft actuators. By enabling more reliable and responsive control of PAMs, Shen’s research directly advances the development of safer, more natural human-robot interaction systems, particularly in rehabilitation devices and soft biomimetic robots. Their work stands out for its methodological rigor and practical relevance, offering a foundation for future innovations in adaptive, flexible robotic systems.
Research Focus
Key Achievements
Top Papers
- 1