Neural networks for structured grid generation

Abstract Numerical solutions of partial differential equations (PDEs) on regular domains provide simplicity as we can rely on the structure of the space. We investigate a novel neural network (NN) - based approach to generate 2-dimensional body-fitted curvilinear coordinate systems (BFCs) that allow...

Full description

Saved in:
Bibliographic Details
Main Authors: Bari Khairullin, Sergey Rykovanov, Rishat Zagidullin
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-97059-3
Tags: Add Tag
No Tags, Be the first to tag this record!