Work

Direct numerical simulation of natural convection based on parameter-input physics-informed neural networks

Year: 2024

Type: article

Source: International Journal of Heat and Mass Transfer

DOI: 10.1016/j.ijheatmasstransfer.2024.126379

Authors: Shuran Ye, Jianlin Huang, Zhen Zhang, Yiwei Wang, Chenguang Huang

Institutions: Chinese Academy of Sciences, Hefei Institutes of Physical Science, Anhui Institute of Optics and Fine Mechanics, Key Laboratory of Atmospheric Optics, Chinese Academy of Sciences, Institute of Mechanics, Shijiazhuang Tiedao 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

Funder: National Natural Science Foundation of China

Awards: G5729212127, G8898162085

OpenAlex ID: W4404112380

FWCI: 1.779

Cites: 29

Cited by: 12

Related to: 10