Publications related to Types of mesh

A graph convolutional autoencoder approach to model order reduction for parametrized PDEs

The present work proposes a framework for nonlinear model order reduction based on a Graph Convolutional Autoencoder (GCA-ROM). In the reduced order modeling (ROM) context, one is interested in obtaining real -time and many-query evaluations of parametric ...

San Diego2024

An adaptive phase field approach to 3D internal crack growth in rocks

Alexandra Roma Larisa Kushnir, Tao Xu, Michael Heap

Modeling the 3D internal crack under compression entails complex fracture mechanics (mode I-II-III fracture), resulting in substantial computational costs and challenges in characterizing fracture morphology characterization for Phase Field Method (PFM) si ...

2024

Latent Representation of Computational Fluid Dynamics Meshes and Application to Airfoil Aerodynamics

Pascal Fua, Benoît Alain René Guillard, Zhen Wei

Mesh manipulation is central to computational fluid dynamics. However, creating appropriate computational meshes often involves substantial manual intervention that has to be repeated each time the target shape changes. To address this problem, we propose ...

AMER INST AERONAUTICS ASTRONAUTICS2023

A method and system for enforcing smoothness constraints on surface meshes from a graph convolutional neural network

Pascal Fua, Pamuditha Udaranga Wickramasinghe

A method for enforcing smoothness constraints on surface meshes produced by a Graph Convolutional Neural Network (GCNN) including the steps of reading image data from a memory, the image data including two-dimensional image data representing a three-dimens ...

2023

Region Extraction in Mesh Intersection

Annalisa Buffa, Pablo Antolin Sanchez, Emiliano Cirillo

Region extraction is a very common task in both Computer Science and Engineering with several applications in object recognition and motion analysis, among others. Most of the literature focuses on regions delimited by straight lines, often in the special ...

2023

A virtual microstructure generator for 3D stone masonry walls

Katrin Beyer, Mahmoud S. M. Shaqfa

Detailed micromodel simulations of stone masonry walls require as input a 3D mesh that represents a realistic arrangement of stones in the masonry wall. In this paper, we constructed the first 3D masonry microstructures to derive 2D and 3D finite or discre ...

ELSEVIER2022

Meshing of Spiny Neuronal Morphologies using Union Operators

Felix Schürmann, Marwan Muhammad Ahmed Abdellah, Elvis Boci, Juan José García Cantero, Alessandro Enrico Foni, Nadir Roman Guerrero

Neurons are characterized by thin and long interleaving arborizations in which creating accurate mesh models of their cellular membranes is challenging. While union operators are central for CAD/CAM modeling and computer graphics applications, their applic ...

The Eurographics Association2022

Investigation and Validation of Unstructured Mesh Methodologies for Modeling Experimental Reactors

Andreas Pautz, Mathieu Hursin, Carlo Fiorina, Tom Mager

This paper summarizes a methodology developed at Ecole Polytechnique Federale de Lausanne for the neutronic modeling of the CROCUS experimental reactor and proposes solutions to the challenges one may face while modeling a research reactor with a complex g ...

MDPI2022

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Types of mesh

Adaptive Finite Elements with Large Aspect Ratio. Application to Aluminium Electrolysis

A graph convolutional autoencoder approach to model order reduction for parametrized PDEs

An adaptive phase field approach to 3D internal crack growth in rocks

Latent Representation of Computational Fluid Dynamics Meshes and Application to Airfoil Aerodynamics

A method and system for enforcing smoothness constraints on surface meshes from a graph convolutional neural network

Region Extraction in Mesh Intersection

A multigrid method for PDE-constrained optimization with uncertain inputs

A virtual microstructure generator for 3D stone masonry walls

Meshing of Spiny Neuronal Morphologies using Union Operators

Investigation and Validation of Unstructured Mesh Methodologies for Modeling Experimental Reactors

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Chat with Graph Search

A graph convolutional autoencoder approach to model order reduction for parametrized PDEs

A method and system for enforcing smoothness constraints on surface meshes from a graph convolutional neural network

Latent Representation of Computational Fluid Dynamics Meshes and Application to Airfoil Aerodynamics

Adaptive Finite Elements with Large Aspect Ratio. Application to Aluminium Electrolysis

An adaptive phase field approach to 3D internal crack growth in rocks

Region Extraction in Mesh Intersection

A multigrid method for PDE-constrained optimization with uncertain inputs

A virtual microstructure generator for 3D stone masonry walls

Meshing of Spiny Neuronal Morphologies using Union Operators

Investigation and Validation of Unstructured Mesh Methodologies for Modeling Experimental Reactors