Huanyin Guo

Papers

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About

Huanyin Guo is a leading researcher in precision robotics and optical manufacturing, with a particular focus on large optical mirror processing (LOMP) and intelligent optimization algorithms. Their most-cited work, "Optimal Scaling Parameter Analysis for Optical Mirror Processing Robots via Adaptive Differential Evolution Algorithm" (2025), addresses a critical challenge in high-precision optics: designing robots that can carry computer-controlled optical surfacing (CCOS) polishing tools to fully cover material removal profiles while maintaining process adaptability. By applying adaptive differential evolution algorithms, Guo has advanced the optimization of robotic scaling parameters, enabling more efficient and accurate fabrication of large mirrors used in telescopes and other optical systems. With 2 citations already for this recent publication, Guo's contributions are gaining recognition in the field of automated optical manufacturing. Their work bridges robotics, control systems, and optical engineering, offering practical solutions for industries requiring ultra-precision surface finishing. Guo's research is particularly valuable for students and engineers interested in the intersection of robotics and advanced manufacturing, where adaptive algorithms enhance both performance and redundancy in complex processing tasks.