A hybrid grey wolf optimized eXtreme gradient boosting-based machine learning model for hospital pharmaceutical demand forecasting

W Wilasinee Samniang S Syed Muhammad Tariq Shah Y Yin May Tun A Adeel Munawar S Sarin K C

Article Details

Volume / Issue Vol. 16, Issue 1
Published April 24, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (5)

W

Wilasinee Samniang

S

Syed Muhammad Tariq Shah

Y

Yin May Tun

A

Adeel Munawar

S

Sarin K C