Author

B. Rachunok

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Preprint Aug 2026

Data Leakage Inflates Generalizability of Power Outage Prediction Models

Power outage prediction models are increasingly used in assessments of climate-driven infrastructure risk, yet current evaluation practices obscure whether these models generalize to the novel conditions such applications require. We identify three common methodological choices in power outage prediction models that in...

Yamil Essus, Ranga Raju Vatsavai, B. Rachunok · 0 citations

#natural language process... Review Sep 2026

Population-level measures of perceived food access reveal barriers beyond geographic proximity

Food access is multidimensional, but population-level measurement still relies heavily on geography because perceived dimensions of access are difficult to measure at scale. Here, we use 25,125 Google Maps reviews from 49 grocery stores in Raleigh, North Carolina, to measure five dimensions of food access: availability...

Teresa Groton, B. Rachunok · 0 citations