Theory guided Lagrange programming neural network for subsurface flow problems

Open Webpage

Jian Wang, Xiaofeng Xue, Zhixue Sun, Jun Yao, El-Sayed M. El-Alfy, Kai Zhang, Witold Pedrycz, Jacek Mandziuk

Published: 2024, Last Modified: 24 May 2025Eng. Appl. Artif. Intell. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Improving embedding theory guidance using Lagrange Programming neural network.•Optimizing hyperparameters using Meta-Weight-Net.•Effective neural network approach to subsurface flow problems.