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Author

Junyuan Yang

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Open access 2026

Behavior-Driven SOC and Time-to-Empty Prediction for Smartphone Batteries Using a Continuous-Time Electro-Thermal Model

: Accurate smartphone time-to-empty (TTE) prediction requires a model that links user behavior, device-level power demand, and battery electro-thermal dynamics. This paper presents a continuous-time framework for predicting state of charge (SOC) and TTE under behavior-driven operating conditions. Screen brightness, CPU...

Bowang Yan, Kai-Yuan Yang, Junyuan Yang · 0 citations

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