Ximeng Liu
Papers
3
Total Citations
44
H-Index
3
About
Ximeng Liu is a pioneering researcher at the intersection of analytical chemistry, robotics, and artificial intelligence, with a primary focus on developing autonomous systems for hazardous environment monitoring. His most impactful work centers on the "lab-on-robot" concept, where he integrates mass spectrometry with unmanned robotic platforms for direct sample analysis in radioactive and dangerous settings. His 2025 study on the Lab-on-Robot system, which achieved 20 citations, demonstrated the first successful remote detection of gaseous, aerosol, liquid, and solid samples in hazardous environments, marking a significant breakthrough in field-deployable analytical instrumentation. Liu's 2024 paper on portable mass spectrometry for on-site detection of volatile organic compounds (19 citations) further advanced rapid environmental monitoring capabilities. Additionally, he has contributed to cybersecurity in AI systems, developing the SPA adversarial attack method for spiking neural networks in 2022. His work bridges critical gaps in environmental safety, nuclear security, and intelligent robotics, with his robotic sampling and detection technologies having direct applications in emergency response, industrial safety, and environmental protection. Liu's research represents a paradigm shift toward autonomous, remote-operated analytical chemistry in extreme environments.
Research Focus
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Top Papers
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