Jinwook Yeo

Korea Advanced Institute of Science and Technology

Papers

Total Citations

224

H-Index

About

Jinwook Yeo is a pioneering researcher in bioinspired soft robotics and advanced manufacturing, whose work bridges materials science, artificial intelligence, and mechanical engineering. His most celebrated contribution is the development of a human-muscle-inspired single fibre actuator with reversible percolation (2022, 215 citations), which achieves an unprecedented combination of high strain, stress, energy density, and mechanical strength—key parameters that have long hindered the practical deployment of artificial muscles in next-generation robotics. This breakthrough offers a scalable pathway toward lifelike, efficient motion in soft robots. Yeo also leverages deep learning to optimize the design of directional adhesive pillars (2023, 9 citations), integrating AI-driven optimization with 3D printing and experimental validation to create surfaces with tailored adhesion properties. His work exemplifies a holistic approach, from fundamental material design to computational optimization and real-world testing. By merging bioinspiration with cutting-edge computational tools, Yeo is shaping the future of soft robotics and smart materials, making him a key figure to watch for students and researchers interested in the intersection of mechanics, AI, and biomimicry.