NodeLab is a simple MATLAB-repository for node-generation and adaptive refinement for testing, and implementing various meshfree methods (including physics-informed neural networks, PINNs and DeepOnet) for solving PDEs in arbitrary domains.
☆32Feb 12, 2025Updated last year
Alternatives and similar repositories for NodeLab
Users that are interested in NodeLab are comparing it to the libraries listed below
Sorting:
- A matlab toolkit for meshfree approximation schemes☆12Aug 4, 2020Updated 5 years ago
- Meshless methods for Computational Mechanics☆18Apr 26, 2022Updated 3 years ago
- ☆12Jul 26, 2021Updated 4 years ago
- Weighted least squares meshless interpolator and differentiator.☆19Sep 14, 2022Updated 3 years ago
- Tools for computation with positive definite kernels (RBFs) in approximation, optimization and PDEs☆16Dec 2, 2020Updated 5 years ago
- MESHOID: MESHless Operations such as Integrals and Derivatives☆30Dec 12, 2025Updated 2 months ago
- Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations☆33Apr 15, 2023Updated 2 years ago
- The LGMRES algorithm (C++ with Python bindings): matches SciPy's implementation to machine precision, but around 30 times faster☆10May 2, 2018Updated 7 years ago
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆14Dec 24, 2025Updated 2 months ago
- Neural Operators with Applications to the Helmholtz Equation☆11Sep 19, 2024Updated last year
- Material Point Method solver written with a Python scripting interface and C++ libraries (OpenMP accelerated)☆21May 2, 2020Updated 5 years ago
- A course on developing MPM with Python☆25Jun 11, 2025Updated 8 months ago
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆14Jun 27, 2025Updated 8 months ago
- [GSI 2023] Learning Lagrangian Fluid Mechanics with E(3)-Equivariant GNNs☆15Jun 3, 2024Updated last year
- A place where we host the Jupyter notebooks found in the PyVista docs for use on MyBinder - this repo is automatically deployed by our CI…☆12Updated this week
- ABAQUS users material models wrapper for Julia☆12Apr 30, 2020Updated 5 years ago
- THe legacy HYPLAS code with multiscale modelling capabilities☆13Jun 13, 2019Updated 6 years ago
- A modern Fortran statistical library.☆15Dec 17, 2025Updated 2 months ago
- Common API (C++ and Python) for Fast Fourier Transform HPC libraries (publish-only mirror)☆11Dec 3, 2025Updated 2 months ago
- Distributed cartesian cell-refinable grid☆13Jun 13, 2025Updated 8 months ago
- ☆13Jan 23, 2024Updated 2 years ago
- 2D & 3D Jump Flooding Algorithm and 2D Centroidal Voronoi Tessellation based on taichi☆11Nov 30, 2020Updated 5 years ago
- Material point method proxy application based on Cabana.☆12Feb 19, 2025Updated last year
- A phase field brittle fracture code coupled to a dummy place-holder FEniCS script providing material parameters☆13Mar 16, 2021Updated 4 years ago
- Asynchronous Many Task Framework for set of libraries and applications for simulating and analyzing complex chemical and physical reactio…☆67Updated this week
- Mesh-independent treatment for straightforward modelling of (non-linear) fracture mechanical processes using a mixed mode cohesive zone m…☆15Aug 10, 2021Updated 4 years ago
- Some changes applied to XFEM_Fracture2D to enable fracture in a functionally graded material, e.g. wood☆13Sep 11, 2019Updated 6 years ago
- OOD & OOP in CUDA/C++ of a framework for handling Topologies, Meshes, Mesh Deformation and adaptation, Mesh metrics, Visualization of mes…☆15Nov 10, 2019Updated 6 years ago
- Julia implementation of the material point method (MPM)☆36Mar 27, 2020Updated 5 years ago
- Spectral methods in matlab☆12Mar 27, 2025Updated 11 months ago
- library for querying the Johns Hopkins Turbulence Database (JHTDB)☆27Feb 16, 2026Updated last week
- Discontinuity Intensity Calculator and Estimator, calculate and estimate rock discontinuities/fractures parameters from 3D data, as fract…☆19Sep 18, 2024Updated last year
- open source feFRAC☆17Oct 13, 2020Updated 5 years ago
- A tool for finite element model (FEM) visualization and post-processing for OpenSees. To cite this Original Software Publication: https:/…☆17Jul 7, 2021Updated 4 years ago
- PF-PINNs: physics-informed neural networks framework for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations☆28Feb 18, 2025Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆19Sep 3, 2024Updated last year
- ☆16Dec 6, 2021Updated 4 years ago
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Aug 18, 2023Updated 2 years ago
- OpenSTAP is a Finite Element Method (FEM) Solver based on STAP (KJ Bathe, FORTRAN IV), and modified version STAP90 (Prof. Xiong Zhang, Ts…☆37Nov 29, 2017Updated 8 years ago