About the Project
mGFD
CloudGenerator
Meet the team behind mGFD CloudGenerator - A complete platform for generating unstructured point clouds from images and geometric contours, designed for meshless Generalized Finite Difference Method (mGFD) applications and numerical simulations.
Project Overview
mGFD CloudGenerator
Advanced Point Cloud Generation for Meshless Methods
ContourCreator
Draw geometries seamlessly. Experience interactive contour generation backed by real-time visualization.
CloudGenerator
The core engine. Engineered for highly optimized point cloud generation specifically tailored for mGFD applications.
CloudViewer
See your data clearly. Render generated point clouds instantly with high-quality, interactive 2D plotting.
NeighborsCalculator
Advanced topology. Instantly calculate node connectivity and K-nearest neighbors for complex point distributions.
Advanced Analytics
Deep insights. Unlock comprehensive visualization and numerical analysis tools to validate your models.
Multiple Formats
Universal compatibility. Export your data seamlessly in CSV, PNG, SVG, and other industry-standard formats.
Research Team
Core Researchers
Collaborators & Alumni
Gabriela Pedraza-Jimenez
Ph.D. in Physical Engineering Sciences
Students
Eli Chagolla-Inzunza
Ph.D. candidate
Jorge L. González-Figueroa
M.Sc. student
C. Nolan Magaña-Barocio
M.Sc. student
Maria Goretti Fraga-Lopez
Undergraduate student
Citation & References
Software Citation
Tinoco-Guerrero, G., Domínguez-Mota, F. J., Guzmán-Torres, J. A., & Arias-Rojas, H. (2025). mGFD CloudGenerator 2.3: Web platform for generating 2D unstructured point clouds.
@software{tinoco2025mGFD_cloudgenerator,
title={mGFD CloudGenerator 2.3: Web platform for generating 2D unstructured point clouds},
author={Tinoco-Guerrero, Gerardo and
Domínguez-Mota, Francisco Javier and
Guzmán-Torres, José Alberto and
Arias-Rojas, Heriberto},
year={2025},
institution={Universidad Michoacana de San Nicolás de Hidalgo},
organization={SIIIA MATH: Soluciones en ingeniería},
url={https://github.com/gstinoco/mGFD_CloudGenerator},
version={2.3}
}Research Collaboration
Drive innovation forward. Partner with us to explore novel mGFD applications, develop cutting-edge algorithms, and push the boundaries of scientific computing.
Development
Shape the future of CloudGenerator. Join our open-source community to contribute code, build new features, and refine the core architecture.
Documentation
Master the platform. Access comprehensive guides, share your unique use cases, or connect with our team for dedicated technical support.
Participating Institutions
