Establishing the relationship between heavy oil viscosity and molecular markers using an enhanced neural network model

M Ming Zhong Z Zicheng Niu J Jie Fan (Zhejiang Key Laboratory of Low-Carbon Synthesis of Value-Added Chemicals, State Key Laboratory of Soil Pollution Control and Safety, Department of Chemistry) H Haiping Huang N Ningxi Li J Jia Li H Hong Zhang

Article Details

Volume / Issue Vol. 15, Issue 1
Published September 26, 2025
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (7)

M

Ming Zhong

Z

Zicheng Niu

J

Jie Fan

Zhejiang Key Laboratory of Low-Carbon Synthesis of Value-Added Chemicals, State Key Laboratory of Soil Pollution Control and Safety, Department of Chemistry

H

Haiping Huang

N

Ningxi Li

J

Jia Li

H

Hong Zhang