Dual-functional nanoengineering <i>via</i> molecular pillaring and conductive hybridization for high-performance aqueous zinc-ion batteries

and GO synergistically inhibit structural collapse and promote charge transfer. Furthermore, TNVO@GO based pouch cells exhibit stable performance under bending, confirming their practical application potential. This nanoscale dual-strategy engineering provides a feasible approach for optimizing vanadium-based cathodes and offers insights into the development of next-generation high-performance AZIBs.