Longitudinal Spatial Charge Transfer Optimization in Composite Cathode Enables Ultra-Stable All-Solid-State Batteries

All-solid-state batteries (ASSBs) promise high energy density and inherent safety but face critical challenges in complex charge transfer process across the longitudinal cathode. Here, through multiphysics simulation, it is firstly revealed that charge transfer critically governs electrochemical reaction heterogeneity, dictating where reactions initiate preferentially along the lengthways of cathode. Building on this insight, a charge-transfer-optimized cathode (CTOC) is proposed to conceptually validate the effectiveness of charge-transfer regulation in homogenizing the longitudinal Li concentration. The CTOC features a double-layer architecture: a carbon-free layer with large-sized catholytes near separator to enhance Li-ion transfer while reduce electron conduction and a carbon-containing layer near current collector to ensure efficient electronic conductivity, thus tandem modulating the spatial ion and electron transfer dynamics longitudinally. Through graded ionic and electronic conduction to achieve decoupled but synchronized ion and electron transfer pathways, the CTOC enables longitudinally homogeneous Li distribution throughout the cathode. As a result, CTOC exhibits excellent cycling performance, retaining 82.7% capacity after 2000 cycles at 2C, a 27.4% durability improvement over conventional single-layer designs. This work establishes electrode-level charge transfer optimization as a design principle for heterogeneous reaction control, offering fundamental insights and practical strategies for high-performance ASSBs.