GPU accelerated differentiable finite elements for solid mechanics with PyTorch
☆130Oct 17, 2026Updated last 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☆783Oct 9, 2026Updated 3 weeks ago
- Adjoint framework for DOLFINx☆17Updated this week
- Open finite element infrastructure for nonlinear computational mechanics.☆189Updated this week
- ☆26Updated this week
- A fast, differentiable, JIT-free, debugging-friendly finite element library for PyTorch.☆227Oct 20, 2026Updated last week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Material Definition with Automatic Differentiation☆32Sep 22, 2026Updated last month
- A novel graph U-net architecture☆27Apr 12, 2024Updated 2 years ago
- A benchmark suite and re-usable collection of differentiable physics solvers.☆27Oct 21, 2026Updated last week
- finite difference based eigensolving for Maxwell's equations and photonic structures☆14Oct 28, 2021Updated 5 years ago
- Computational Photonics in Python with the finite element method. Mirror of https://gitlab.com/gyptis/gyptis☆11Mar 21, 2026Updated 7 months ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆88Jun 5, 2026Updated 4 months ago
- Jax wrapper for autograd-differentiable functions☆13Oct 20, 2025Updated last year
- A simulation node in your JAX workflow.☆90Oct 23, 2026Updated last week
- pjz is JAX and fdtd-z -- scalable photonic simulation and optimization☆23Mar 27, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Examples for photonic design and simulation problems using various tools and methods.☆12Mar 21, 2023Updated 3 years ago
- Scikit for Gmsh to generate 3D finite element mesh☆82Updated this week
- dolfinx_materials is a Python add-on package to the dolfinx interface to the FEniCSx project. It enables the user to define complex mater…☆36Apr 12, 2026Updated 6 months ago
- Topology Optimization using Constructive Solid Geometry Trees☆16May 19, 2026Updated 5 months ago
- A package includes various time-domain numerical solvers for the Maxwell's equations.☆14Jan 18, 2024Updated 2 years ago
- FEniCSx-based topology optimization supporting parallel computing☆105Nov 1, 2024Updated last year
- Simple finite element assemblers☆672Updated this week
- Easily mesh collections of 2D and 3D polygons with complex extrusions using GMSH☆38Oct 19, 2026Updated last week
- Extension of DOLFINx implementing the concept of external operator☆55Sep 24, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- DL4TO is a Python library for 3D topology optimization that is based on PyTorch and allows easy integration with neural networks.☆146Nov 19, 2024Updated last year
- Free surface integral equation (SIE) method software for modeling light scattering in homogeneous, periodic, and layered environments.☆26Oct 14, 2026Updated 2 weeks ago
- When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…☆75Sep 29, 2026Updated last month
- Differentiable Tensors based on NumPy Arrays☆11Oct 8, 2026Updated 3 weeks ago
- DRAGen RVE Generator☆42Sep 23, 2026Updated last month
- helmholtz-x☆10Feb 10, 2025Updated last year
- ☆36Jun 21, 2026Updated 4 months ago
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆31Jul 25, 2024Updated 2 years ago
- ☆15Oct 22, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Mesh conversion library, descendant of meshio.☆39Updated this week
- A curated list of awesome stuff related to Finite Element Analysis (FEA) Software for Structural Engineering😎☆36Oct 22, 2026Updated last week
- Matlab -> lumerical interface☆14Oct 24, 2024Updated 2 years ago
- 2D Beam Propagation Method for E&M wave simulations☆22Jul 12, 2025Updated last year
- measure minimum solid/void lengthscales in binary image☆22Aug 1, 2026Updated 2 months ago
- Scientific finite element toolbox☆44Updated this week
- sample files for Direct FE2 implementation in ABAQUS☆20Feb 16, 2022Updated 4 years ago