Mu, Tianwei
Duan, Feiyu
Ning, Baokuan
Zhou, Bo
Liu, Junyu
Huang, Manhong
Funding for this research was provided by:
Liaoning Provincial Education Department Fund Project: Digital twin-driven global resilience assessment model and dynamic simulation research (202464252-1)
Article History
Received: 27 April 2025
Accepted: 8 July 2025
First Online: 7 August 2025
Competing interests
: The authors declare no competing interests.