Mohammad Arif Ul Alam

Self-supervised graph attention networks for community-engaged lead contamination risk assessment

Lead contamination in residential water infrastructure poses a persistent public health risk, yet current assessment approaches rely on sparse homeowner sampling and tabular models that do not explicitly capture spatial dependencies in shared urban systems. Here we present a self...