Hong-Yuan Niu

A multi-factor coupled continuous-time model for smartphone battery discharge prediction

Accurate prediction of smartphone battery life under complex usage scenarios is crucial for both user experience and system power management. This paper proposes a multi-scale dynamic model that integrates electrochemical mechanisms with user behavior patterns. The model employs a second-order equivalent circuit to cap...