AINeutralarXiv – CS AI · 7h ago5/10
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FOCUS on Contamination: Hydrology-Informed Noise-Aware Learning for Geospatial PFAS Mapping
Researchers introduce FOCUS, a deep learning framework that maps PFAS (per- and polyfluoroalkyl substances) contamination in water systems by combining sparse field observations with geospatial and satellite data. The AI model outperforms traditional methods like Kriging and physical simulations, offering a cost-effective screening tool for environmental monitoring and contamination source identification.