Zhi Xin Liu
Papers
1
Total Citations
1
H-Index
1
About
Zhi Xin Liu is a rising researcher in the field of digital construction and additive manufacturing, with a primary focus on 3D concrete printing (3DCP). His work addresses a critical gap in the automation of construction: the need for real-time, in-process quality control. Liu’s most notable contribution, detailed in his 2025 paper "In-process filament repair in 3D concrete printing with instance segmentation," pioneers the use of computer vision and deep learning—specifically instance segmentation—to automatically detect and repair printing defects as they occur. This innovation moves beyond mere defect identification, enabling autonomous correction during the printing process itself. By reducing the reliance on human operators for troubleshooting, Liu’s research significantly enhances the practicality, safety, and efficiency of 3DCP for on-site construction. Although his work is early-stage, with his key paper already garnering citations, it represents a foundational step toward fully autonomous robotic construction. Liu’s contributions are particularly valuable for students and researchers interested in the intersection of robotics, materials science, and artificial intelligence in civil engineering.
Research Focus
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Top Papers
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