Unstructured surface mesh smoothing method based on deep reinforcement learning

A mesh optimization method using machine learning technique and variational mesh adaptation - ScienceDirect

Comparison between the conformal mesh and the HiDeNN discretization for

Deep neural network (DNN) representation of the 1D global shape

Boundary preprocessing in the proposed MGNet

Unstructured Meshes and Meshless Methods — Physics-based Deep Learning

A new mesh smoothing method based on a neural network

A Delaunay triangulation with random points in a circle

Unstructured surface mesh smoothing method based on deep reinforcement learning

Applied Sciences, Free Full-Text

Unstructured surface mesh smoothing method based on deep reinforcement learning

LSQ extended stencils [8] (cell 0-10)

PDF) Optimization of Surface Mesh Quality Using Local Parametrization.

ISpliter: an intelligent and automatic surface mesh generator using neural networks and splitting lines, Advances in Aerodynamics

PDF) Unstructured surface mesh smoothing method based on deep reinforcement learning

Compact DNN representation of the quadratic shape function at point x I