A Deep-Learning-Based Method for Solving Nonlinear Singular Lane-Emden Type Equation

The nonlinear Lane-Emden type equation can be used to describe many physical phenomena. To solve this type of equation, a method based on deep neural network is proposed. The output layer of this network has two layers, the last one of which scaling the outputs of their neighbors with an aim at copi...

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Bibliographic Details
Main Authors: Jing He, Po Long, Xinying Wang, Kun He
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9247105/