Extreme learning machine to solve a class of biharmonic equation based on its coupled scheme

X Li, J Wu, J Deng, YG Wang, X Tai, J Xu - arXiv preprint arXiv:2310.13947, 2023 - arxiv.org
Obtaining the solutions of partial differential equations based on machine learning methods
has drawn more and more attention in the fields of scientific computation and engineering …

Extreme Learning Machine-Assisted Solution of Biharmonic Equations via Its Coupled Schemes

XA Li, J Wu, Z Ding, X Tai, L Liu… - … , Zhe and Tai, Xin and Liu …, 2023 - papers.ssrn.com
The application of machine learning techniques to solve partial differential equations has
garnered increasing attention in the fields of scientific computation and engineering …

[PDF][PDF] Augmented physics informed extreme learning machine to solve the biharmonic equations via Fourier expansions

X Li, Z Ding, J Wu, X Taia, L Liua, YG Wang - researchgate.net
To address the sensitivity of parameter and dissatisfactory precision for physics informed
extreme machine learning (called PIELM) with common sigmoid, tangent and gaussian …