A neural network approach for solving nonlinear differential equations of Lane–Emden type

K Parand, AA Aghaei, S Kiani, TI Zadeh… - Engineering with …, 2024 - Springer
In this paper, we propose an Artificial Neural Network (ANN) method for solving some well-
known classes of Lane–Emden type equations which are the important nonlinear singular …

Numerical solutions to one dimensional linear Volterra–Fredholm integral equations based on LS-SVM model

H Sun, Y Lu - Journal of Computational and Applied Mathematics, 2024 - Elsevier
This paper introduces a novel numerical approach using least squares support vector
machine (LS-SVM) to handle one dimensional linear Volterra–Fredholm integral equations …

[PDF][PDF] A neural network approach for solving nonlinear differential

K Parand, AA Aghaei, S Kiani, TI Zadeh, Z Khosravi - researchgate.net
In this paper, we propose an Artificial Neural Network (ANN) method for solving some well-
10 known classes of Lane-Emden type equations which are the important nonlinear singular …