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Open access Sep 2026

Large Language Model-Derived Spatial Embedding for Revealing Electric Vehicle Energy Consumption: An Urban–Rural Case

Conditional, location-level associations are described for the sampled fleet and season of private EVs operating in Shanghai from October to December 2020, integrating about 29 million high-resolution GPS records with multi-source built-environment data.

C. Yin, Li-Fu Jin, Zhe Zhang · 0 citations

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