Neural network methods to solve the Lane–Emden type equations arising in thermodynamic studies of the spherical gas cloud model

I Ahmad, MAZ Raja, M Bilal, F Ashraf - Neural Computing and Applications, 2017 - Springer
In the present study, stochastic numerical computing approach is developed by applying
artificial neural networks (ANNs) to compute the solution of Lane–Emden type boundary …

A reliable algorithm for the approximate solution of the nonlinear Lane‐Emden type equations arising in astrophysics

H Singh, HM Srivastava… - Numerical Methods for …, 2018 - Wiley Online Library
In this paper, we present a reliable algorithm to obtain the approximate solution of the
nonlinear Lane‐Emden type equations arising in astrophysics. The suggested algorithm is …

Approximate solution of two-dimensional Sobolev equation using a mixed Lucas and Fibonacci polynomials

S Haq, I Ali - Engineering with Computers, 2022 - Springer
A numerical scheme based on polynomials and finite difference method is developed for
numerical solutions of two-dimensional linear and nonlinear Sobolev equations. In this …

[HTML][HTML] A new algorithm based on Lucas polynomials for approximate solution of 1D and 2D nonlinear generalized Benjamin–Bona–Mahony–Burgers equation

Ö Oruç - Computers & Mathematics with Applications, 2017 - Elsevier
In this paper, a new method based on hybridization of Lucas and Fibonacci polynomials is
developed for approximate solutions of 1D and 2D nonlinear generalized Benjamin–Bona …

Four techniques based on the B‐spline expansion and the collocation approach for the numerical solution of the Lane–Emden equation

M Lakestani, M Dehghan - Mathematical Methods in the …, 2013 - Wiley Online Library
Four numerical techniques based on the linear B‐spline functions are presented for the
numerical solution of the Lane–Emden equation. Some properties of the B‐spline functions …

Orthonormal Bernoulli wavelets neural network method and its application in astrophysics

P Rahimkhani, Y Ordokhani - Computational and Applied Mathematics, 2021 - Springer
The purpose of this paper is to present two efficient computational schemes for solving Lane–
Emden type equations based on an artificial neural network. The mentioned neural network …

An efficient computational method for the approximate solution of nonlinear Lane-Emden type equations arising in astrophysics

H Singh - Astrophysics and Space science, 2018 - Springer
The key purpose of this article is to introduce an efficient computational method for the
approximate solution of the homogeneous as well as non-homogeneous nonlinear Lane …

[PDF][PDF] A numerical approach to solve Lane-Emden type equations by the fractional order of rational Bernoulli functions

K Parand, H Yousefi, M Delkhosh - Romanian J. Phys, 2017 - rjp.nipne.ro
In this paper, a numerical method based on the hybrid of the quasilinearization method
(QLM) and the collocation method is suggested for solving wellknown nonlinear Lane …

Approximate polynomial solutions of the nonlinear Lane–Emden type equations arising in astrophysics using the squared remainder minimization method

B Căruntu, C Bota - Computer Physics Communications, 2013 - Elsevier
In this paper we use a recently introduced approximation method to compute analytical
approximate polynomial solutions for some well-known classes of Lane–Emden type …

[HTML][HTML] An algorithm of the boundary value problem based on multiscale orthogonal compact base

Y Zhang, H Sun, Y Jia, Y Lin - Applied Mathematics Letters, 2020 - Elsevier
The basis scope of this paper is to introduce a set of orthonormal basis functions and to
present a new algorithm for solving the boundary value problem by defining the ε …