Yuan, F., Lyu, W., Zheng, P., Li, H., Liu, Y., Roy, R. B., Yang, X., Feng, X. (2026). Construction duration prediction for ultra-high-rise buildings using PCA and an improved sparrow-search–optimized BPNN. Scientific Reports. https://doi.org/10.1038/s41598-026-48646-5