GPU accelerated differentiable finite elements for solid mechanics with PyTorch
☆120Aug 9, 2026Updated this week
Alternatives and similar repositories for torch-fem
Users that are interested in torch-fem are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Differentiable Finite Element Method with JAX☆736Aug 3, 2026Updated last week
- Open finite element infrastructure for nonlinear computational mechanics.☆181Updated this week
- ☆25Sep 15, 2025Updated 10 months ago
- A novel graph U-net architecture☆25Apr 12, 2024Updated 2 years ago
- Jax wrapper for autograd-differentiable functions☆13Oct 20, 2025Updated 9 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Material Definition with Automatic Differentiation☆32Aug 28, 2025Updated 11 months ago
- pjz is JAX and fdtd-z -- scalable photonic simulation and optimization☆23Mar 27, 2024Updated 2 years ago
- finite difference based eigensolving for Maxwell's equations and photonic structures☆14Oct 28, 2021Updated 4 years ago
- A fast, differentiable, JIT-free, debugging-friendly finite element library for PyTorch.☆214Updated this week
- Scikit for Gmsh to generate 3D finite element mesh☆80Updated this week
- Examples for photonic design and simulation problems using various tools and methods.☆12Mar 21, 2023Updated 3 years ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆84Jun 5, 2026Updated 2 months ago
- Topology Optimization using Constructive Solid Geometry Trees☆16May 19, 2026Updated 2 months ago
- A simulation node in your JAX workflow.☆89Aug 3, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Easily mesh collections of 2D and 3D polygons with complex extrusions using GMSH☆37Jul 13, 2026Updated 3 weeks ago
- A package includes various time-domain numerical solvers for the Maxwell's equations.☆14Jan 18, 2024Updated 2 years ago
- When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…☆70Updated this week
- FEniCSx-based topology optimization supporting parallel computing☆98Nov 1, 2024Updated last year
- DL4TO is a Python library for 3D topology optimization that is based on PyTorch and allows easy integration with neural networks.☆142Nov 19, 2024Updated last year
- dolfinx_materials is a Python add-on package to the dolfinx interface to the FEniCSx project. It enables the user to define complex mater…☆34Apr 12, 2026Updated 3 months ago
- DRAGen RVE Generator☆40May 29, 2026Updated 2 months ago
- Simple finite element assemblers☆644Updated this week
- ☆41Jul 16, 2026Updated 3 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆35Jun 21, 2026Updated last month
- A curated list of awesome stuff related to Finite Element Analysis (FEA) Software for Structural Engineering😎☆31Updated this week
- Scientific finite element toolbox☆39Updated this week
- measure minimum solid/void lengthscales in binary image☆22Aug 1, 2026Updated last week
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆31Jul 25, 2024Updated 2 years ago
- ☆15Aug 3, 2026Updated last week
- Generation of QuadTree mesh from an image☆13Oct 2, 2024Updated last year
- SiML - a Simulation ML library☆28Jan 24, 2025Updated last year
- Matlab -> lumerical interface☆14Oct 24, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- sample files for Direct FE2 implementation in ABAQUS☆20Feb 16, 2022Updated 4 years ago
- GPU acceleration extension for FEniCSx☆41May 26, 2026Updated 2 months ago
- Vector Finite Difference Maxwell Modesolver☆16Jun 8, 2024Updated 2 years ago
- Fourier Modal Method with Jax (official maintained repo)☆20Oct 21, 2025Updated 9 months ago
- Conda + KLayout☆11Aug 21, 2022Updated 3 years ago
- COmputational MEchanics numerical Tours with FEniCSx☆76Mar 4, 2025Updated last year
- Object oriented Gmsh modeling.☆14Sep 5, 2023Updated 2 years ago