A WGAN-GP and stacking ensemble-based framework for enhanced prediction of wax deposition rate in crude oil pipelines

Y Yiqiong Gao Z Zhengshan Luo (Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, School of Biotechnology) J Jianbo Guo

Article Details

Volume / Issue Vol. 16, Issue 1
Published April 17, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (3)

Y

Yiqiong Gao

Z

Zhengshan Luo

Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, School of Biotechnology

J

Jianbo Guo