Work

Fast prediction of coupled oil and environment temperature fields during shutdown of buried waxy crude oil pipelines using neural networks

Year: 2025

Type: article

Source: Physics of Fluids

DOI: 10.1063/5.0248724

Authors: Qifu Li, Chaoqun Zhou, Feng Yan, Jingyan Xu, Mingyang Ji, Junhua Gong, Yujie Chen, Yunpeng Zhao, Dongxu Han, Peng Wang

Institutions: Beijing Institute of Petrochemical Technology, State Key Laboratory of Multiphase Flow in Power Engineering, Xi'an Jiaotong University

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: closed

Funders: National Natural Science Foundation of China, National Major Science and Technology Projects of China

Awards: G1210050630, G984632368

OpenAlex ID: W4406172876

FWCI: 0.443

Cites: 48

Cited by: 1

Related to: 10