Author

Xin Lan

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Preprint Oct 2026

Water-Energy-Data nexus reveals sustainability gaps and priorities for AI infrastructure

The rapid growth of artificial intelligence (AI) depends on interconnected water, energy, and data systems spanning infrastructure life cycles and diverse geographies, with the potential to intensify water and energy insecurity, exacerbate social inequities and lead to cascading sustainability issues globally. Yet asse...

Jin-Cheng Huang, Guo-An Xiao, Xin Lan et al. · 0 citations

#human-computer interacti... Preprint Oct 2026

Designing Human-AI Collaborative Science: The 9A Framework

Artificial intelligence (AI) for Science is often described as a progression from human-directed assistance toward increasingly autonomous AI scientists. Human-AI collaboration offers a further mode in which human and AI contributions substantively shape scientific reasoning, judgments, and the course of inquiry. Exist...

Zi-Han Zheng, Linyue Pan, Xin Lan · 0 citations