Reconstruction of Ship Propeller Wake Field Based on Physics-Informed Neural Networks

Physics-informed neural networks (PINN) are applied to the reconstruction of the ship propeller wake field. First, the principle and basic framework of PINN were introduced. Then, the Burgers equation was selected to verify the feasibility of PINN in solving partial differential equations. After tha...

Full description

Saved in:
Bibliographic Details
Main Author: HOU Xianrui, ZHOU Xingyu, HUANG Xiaocheng
Format: Article
Language:zho
Published: Editorial Office of Journal of Shanghai Jiao Tong University 2024-11-01
Series:Shanghai Jiaotong Daxue xuebao
Subjects:
Online Access:https://xuebao.sjtu.edu.cn/article/2024/1006-2467/1006-2467-58-11-1654.shtml
Tags: Add Tag
No Tags, Be the first to tag this record!