2 papers
cs.LG2026
Data Leakage Inflates Generalizability of Power Outage Prediction Models
Yamil Essus, Ranga Raju Vatsavai, Benjamin Rachunok
Power outage prediction models are increasingly used in assessments of climate-driven infrastructure risk, yet current evaluation practices obscure whether these models generalize…
physics.soc-ph2024
Electric Vehicles Limit Equitable Access to Essential Services During Blackouts
Yamil Essus, Benjamin Rachunok
Electric vehicles (EVs) link mobility and electric power availability, posing a risk of making transportation unavailable during blackouts. We develop a computational framework to…