JuliaMeshless provides a Julia ecosystem for meshless numerical methods — solving partial differential equations without traditional mesh generation. The organization develops tools for radial basis function collocation, point cloud generation, and multiphysics simulation, enabling researchers and engineers to work directly with scattered node distributions.
| Package | Description | Status |
|---|---|---|
| RadialBasisFunctions.jl | High-performance RBF interpolation and differential operators using local collocation. Supports PHS, IMQ, and Gaussian basis functions with GPU evaluation and autodiff (Enzyme, Mooncake). |  |
| WhatsThePoint.jl | Point cloud generation and manipulation for meshless PDE methods. Import surfaces from STL, volume discretization, normal computation, node repulsion, and spatial queries. |  |
| Macchiato.jl | Meshless PDE solver framework with trait-based boundary conditions. Supports thermal, fluid, and extensible physics domains with GPU acceleration. |  |
Contributions are welcome! Please open issues and pull requests on the individual package repositories.
All packages are released under the MIT License.
