Adaptive Grid Generation by Solving One-Dimensional Diffusion Equation Using Physics-Informed Neural Networks

In this work, the construction of adaptive one-dimensional computational grids is considered using a numerical method and physics-informed neural networks (PINNs). The grid adaptation process is described by the diffusion equation, which allows for the redistribution of nodes based on a control func...

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Bibliographic Details
Main Authors: Olzhas Turar, Maksat Mustafin, Darkhan Akhmed-Zaki
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/18/6/334
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