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Author

Junli Liu

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#artificial intelligence Review Oct 2026

Physical AI: Concepts, Techniques, and Challenges

This monograph seeks to define physical AI, present its technical landscape, and examine each key technical subfield in depth, and establishes a unified framework for Physical AI: artificial systems that perceive, model, and act upon the physical world through continuous feedback under real-world constraints.

Wei-Nan Zhang, Chun-Hua Shen, Tian-Fan Xue et al. · 0 citations
Conference Jul 2026

Conditional Flow Matching for Grasp Pose Generation in Multi-Workpiece Scenes

While most robotic research focuses on household tasks such as bus table arrangement and cloth folding, numerous manipulation tasks remain challenging for industrial applications, particularly the grasping and transportation of scattered workpieces. In this paper, we propose SGDIFF, a vision-guided grasping architectur...

Juan Li, Pengxiang You, Qiong Wu et al. · 0 citations

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