Construction duration prediction for ultra-high-rise buildings using PCA and an improved sparrow-search–optimized BPNN

Xu Feng
Scientific Reports, Published online: 14 April 2026; doi:10.1038/s41598-026-48646-5 Construction duration prediction for ultra-high-rise buildings using PCA and an improved sparrow-search–optimized BPNN