Jinge Xu
Papers
2
Total Citations
41
H-Index
2
About
Jinge Xu is pioneering the integration of automation, robotics, and artificial intelligence to accelerate materials discovery and advance sustainable engineering. Their work centers on developing self-driving laboratories—autonomous systems that combine robotic experimentation with AI-guided decision-making to explore vast chemical and materials spaces far more efficiently than traditional methods. In their highly cited 2024 paper, "Engineering a Sustainable Future," Xu outlines how these technologies can fundamentally reshape research practices to address the climate crisis and resource depletion. Their 2025 study, "Autonomous multi-robot synthesis and optimization of metal halide perovskite nanocrystals," introduces Rainbow, a multi-robot platform that autonomously synthesizes and optimizes perovskite nanocrystals with tunable optical properties—a breakthrough for next-generation solar cells and LEDs. With over 40 citations in just two years, Xu’s work is rapidly gaining recognition for its vision of a fully automated, AI-driven research paradigm. By demonstrating that robots and algorithms can navigate complex synthesis landscapes more effectively than humans, Xu is laying the groundwork for a future where scientific discovery is faster, more reproducible, and more sustainable.
Research Focus
Key Achievements
Top Papers
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