A multi-objective optimization framework integrating ICSL deep learning for forecasting and scheduling emergency medical supply demand in public health emergencies

Y Yanzhi Pang S Shixuan Zhou B Benxiao Lou H Huan Xiong (State Key Laboratory of Drug Research) K Kexing Fan L Longtang Ning Y Yanfang Pan G Guobin Gu X Xiang Wang D Dan Zhou (Green Chemical Engineering Technology Research Center) C Chun Bao (Hubei Key Laboratory of Environmental and Health Effects of Persistent Toxic Substances, School of Environment and Health, Jianghan University)

Article Details

Volume / Issue Vol. 16, Issue 1
Published December 31, 2025
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (11)

Y

Yanzhi Pang

S

Shixuan Zhou

B

Benxiao Lou

H

Huan Xiong

State Key Laboratory of Drug Research

K

Kexing Fan

L

Longtang Ning

Y

Yanfang Pan

G

Guobin Gu

X

Xiang Wang

D

Dan Zhou

Green Chemical Engineering Technology Research Center

C

Chun Bao

Hubei Key Laboratory of Environmental and Health Effects of Persistent Toxic Substances, School of Environment and Health, Jianghan University