Papers
5
Total Citations
118
H-Index
4
About
Hyung-Tae Seo is a rising leader in the intersection of robotics, actuation, and autonomous chemical synthesis. His research centers on developing intelligent, high-performance robotic systems, with key contributions in autonomous laboratory robotics and novel actuator design. Seo’s most impactful work, “AI-driven robotic chemist for autonomous synthesis of organic molecules” (2023, 91 citations), pioneers a fully autonomous platform that accelerates organic compound development, integrating AI to streamline chemical discovery—a breakthrough with profound implications for pharmaceuticals and materials science. Beyond chemistry, Seo advances robotic actuation through innovative mechanisms. He has designed compact magnetic-gear-based actuators with disturbance-observer torque control, variable-radius pulleys for tendon-driven joints, and rubber compression series elastic elements for safe human-robot interaction. His comprehensive survey on variable transmission mechanisms (2024) further establishes his expertise in optimizing robotic force and speed capabilities. With a growing citation record and a portfolio spanning autonomous systems to mechanical design, Seo is shaping the future of intelligent, adaptable robots for both industrial and laboratory settings.
Research Focus
Key Achievements
Top Papers
- 1AI-driven robotic chemist for autonomous synthesis of organic molecules91 citations · 2023
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- 5A compact series elastic element using a rubber compression mechanism4 citations · 2021