Deep learning-optimized carbon quantum dot biosensors for emerging contaminant monitoring

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N-CQDs achieved 42 % quantum yield via optimized hydrothermal synthesis · CNN-LSTM model improved detection limits to 5–10 nM for heavy metals · 100- …

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