Interfacing chemistry and materials for heavy metal ion sensing: mechanistic foundations and adaptive design strategies

Cunyi Fan, Wenhai Li, Jinghai Ning, Dehu Yang, Zhu Zhu, Wei Cheng, Yong Liang, Huawen Hu

原始摘要（英文原文）· Original abstract

A mechanism-driven framework links molecular recognition, interfacial transduction, and materials design in heavy metal ion sensing, while AI, multimodal platforms, and wearable formats advance real-world monitoring.

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Interfacing chemistry and materials for heavy metal ion sensing: mechanistic foundations and adaptive design strategies

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