Unsupervised Legendre–Galerkin Neural Network for Solving Partial Differential Equations

Unsupervised Legendre–Galerkin Neural Network for Solving Partial Differential Equations

In recent years, machine learning methods have been used to solve partial differential equations (PDEs) and dynamical systems, leading to the development of a new research field called scientific machine learning, which combines techniques such as deep neural networks and statistical learning with c...

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Bibliographic Details
Main Authors: Junho Choi, Namjung Kim, Youngjoon Hong
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Unsupervised learning
deep neural network
Legendre–Galerkin approximation
spectral bias
boundary layer
singular perturbation
Online Access:https://ieeexplore.ieee.org/document/10043713/

Internet

https://ieeexplore.ieee.org/document/10043713/

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