Establishing the relationship between heavy oil viscosity and molecular markers using an enhanced neural network model
- DOI
- 10.1038/s41598-025-18561-2
- Published
- 2025-09-26
- Container
- Scientific Reports
- Publisher
- Springer Science and Business Media LLC
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1038/s41598-025-18561-2,
title = {Establishing the relationship between heavy oil viscosity and molecular markers using an enhanced neural network model},
author = {Ming Zhong and Zicheng Niu and Jie Fan and Haiping Huang and Ningxi Li and Jia Li and Hong Zhang},
year = {2025},
journal = {Scientific Reports},
doi = {10.1038/s41598-025-18561-2},
url = {https://doi.org/10.1038/s41598-025-18561-2}
}RIS
TY - JOUR TI - Establishing the relationship between heavy oil viscosity and molecular markers using an enhanced neural network model AU - Ming Zhong AU - Zicheng Niu AU - Jie Fan AU - Haiping Huang AU - Ningxi Li AU - Jia Li AU - Hong Zhang PY - 2025 JO - Scientific Reports DO - 10.1038/s41598-025-18561-2 UR - https://doi.org/10.1038/s41598-025-18561-2 ER -
APA
Zhong, M., Niu, Z., Fan, J., Huang, H., Li, N., Li, J., & Zhang, H. (2025). Establishing the relationship between heavy oil viscosity and molecular markers using an enhanced neural network model. Scientific Reports. https://doi.org/10.1038/s41598-025-18561-2
Source records
- crossref · retrieved 2026-09-25T11:56:22.013Z