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physics.soc-ph2026
Quantifying real-world energy use and CO2 emissions of electric vehicles via a city-scale bottom-up framework
Shuhan Ge, Yanqiao Deng, Minda Ma
Although electric vehicles (EVs) are scaling rapidly, city-scale evidence on real-world operational energy use and carbon dioxide (CO2) emissions from EVs remains limited. Using Sh…
physics.soc-ph2026
City-level energy and emission assessment based on 20+ million electric vehicle registrations in China
Yanqiao Deng, Minda Ma, Nan Zhou +3
China, the world's largest electric vehicle (EV) market, plays a pivotal role in global decarbonization of the transport sector. We present the first high-resolution assessment of…
physics.soc-ph2025
Planning future charging infrastructure for private EVs: A city-scale assessment of demand and capacity
Hong Yuan, Minda Ma, Nan Zhou +4
This study proposes the first demand-driven, multi-objective planning model for optimizing city-scale capacity allocation of EV charging infrastructure. The model employs a bottom-…