Planar Delaunay Mesh Smoothing Method Based on Angle and a Deep Q-Network

F Zhao, G Sun - Applied Sciences, 2023 - mdpi.com
Mesh quality is critical to the accuracy and efficiency of finite element calculations, and mesh
smoothing is an essential means of reducing the number of poor elements and improving …

[PDF][PDF] An Embedded Polygon Strategy for Quality Improvement of 2D Quadrilateral Meshes with Boundaries.

MN Akram, L Si, G Chen - VISIGRAPP (1: GRAPP), 2021 - scitepress.org
Quadrilateral (or quad) meshes generated by various remeshing and simplification methods
for input models with complex structure and boundary configurations often possess …

A data-driven approach for simultaneous mesh untangling and smoothing using pointer networks

J Kim, J Choi, W Kang - IEEE Access, 2020 - ieeexplore.ieee.org
Poorly-shaped and/or inverted elements negatively affect numerical simulation accuracy
and efficiency. Most current approaches consider mesh quality improvement and mesh …

A Numerical Expedition through the Mathematical Representation of Complex Braided Morphometry—A Case Study of Brahmaputra River in India

MP Akhtar, CSP Ojha, N Sharma, P Somu, S Kodihal - Water, 2024 - mdpi.com
The present work explores the process of mathematical representation for the complex
geometry of a wide alluvial river with high braiding intensities. It primarily focuses on an …

[HTML][HTML] Multi-parameter optimization of lime composite design using a modified downhill simplex method

V Kočí, J Kočí, M Čáchová, E Vejmelková… - Composites Part B …, 2016 - Elsevier
A method for the optimization of lime composite design is proposed to find a compromise
between their mechanical and thermal properties. In the first step, several composite …

基于深度Q 网络的平面域Delaunay 网格优化算法

张浩杰, 刘星, 李鸿晶 - 计算机辅助设计与图形学学报, 2022 - jcad.cn
网格优化是Delaunay 网格生成后的必要步骤, 对于保证数值模拟的可靠性至关重要.
为了改善平面域Delaunay 网格的质量, 提出一种基于深度Q 网络(deep Q network, DQN) …

A deviation-based dynamic vertex reordering technique for 2D mesh quality improvement

J Choi, H Kim, SP Sastry, J Kim - Symmetry, 2019 - mdpi.com
We propose a novel deviation-based vertex reordering method for 2D mesh quality
improvement. We reorder free vertices based on how likely this is to improve the quality of …

2D Mesh smoothing based on Markov chain method

F Yang, D Zhang, H Ren, JX Xu - Engineering with Computers, 2020 - Springer
The mesh quality is of vital importance to obtain the numerical results precisely. Poorly
shaped or distorted elements can be produced by automatic mesh generation tools. In this …

Improved simultaneous mesh untangling and quality improvement methods of 2D triangular meshes

E Lee, M Shin, J Kim - International Journal of Computational …, 2019 - World Scientific
Few inverted or poor quality elements can ruin both the accuracy and efficiency of numerical
solutions. This paper proposes improved mesh untangling and quality improvement …

Novel Optimization Method for Improving 2d Engineering Analysis Mesh Based on Deep Q-Network

SHI Xixi, H Li, G Sun, H Zhang - Available at SSRN 4590184 - papers.ssrn.com
When dealing with complex engineering problems through finite element analysis (FEA),
meshing plays a crucial role in ensuring the accuracy and scalability of the analysis …