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Non-Invasive Detection of Lead Connection Pipe with Machine Learning Model

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The U.S. Environmental Protection Agency requires replacement of all lead service lines within 10 years, yet accurately identifying buried lead pipes remains a major challenge. Existing detection methods, such as excavations, electrochemical sensors, or ground... ...