An intelligent expert system for logistics disruption prediction and mitigation in global supply chains: Integrating graph-based risk inference with ensemble forecasting

T Tianwen Zhao G Guoqing Chen P Piyapatr Busababodhin

Article Details

Volume / Issue Vol. 1, Issue 1
Published July 16, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (3)

T

Tianwen Zhao

G

Guoqing Chen

P

Piyapatr Busababodhin