a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation
☆13Feb 20, 2026Updated last month
Alternatives and similar repositories for ddfenics
Users that are interested in ddfenics are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- micmacsfenics: a FEniCs-based implementation of two-level finite element simulations (FE2) using computational homogenization.☆22Feb 20, 2026Updated last month
- Constitutive hyperelastic material formulations for FElupe.☆16Feb 13, 2026Updated 2 months ago
- dic software☆14Jun 16, 2025Updated 9 months ago
- This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how…☆17Nov 1, 2022Updated 3 years ago
- This repository contains code for a project that trains a neural network to solve solid mechanics problems faster than the traditional fi…☆12Sep 28, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Application of Graph Neural Networks to predict material properties from their microstructures.☆21Nov 18, 2024Updated last year
- ☆16Jun 7, 2025Updated 10 months ago
- Computational methods for fiber-reinforced composites☆13Nov 24, 2025Updated 4 months ago
- FEniCSx Fracture mechanics examples☆36Dec 29, 2025Updated 3 months ago
- FANS: an open-source, highly efficient, and parallel FFT-based homogenization solver for microscale multiphysics problems.☆19Updated this week
- Code for "Discovering plasticity models without stress data" (npj Computational Materials, 2022) and "Automated discovery of generalized …☆24Sep 25, 2024Updated last year
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆14Jul 27, 2022Updated 3 years ago
- ☆34Oct 28, 2024Updated last year
- Graph Neural Network-based Surrogate Models for Finite Element Analysis☆10Sep 25, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆17Mar 7, 2023Updated 3 years ago
- ☆17Aug 13, 2024Updated last year
- This is the supporting material for the tutorial on fibre based hyperelasticity using a local coordinate basis in Abaqus☆20Nov 18, 2019Updated 6 years ago
- Qi ZHANG's simulation code (very preliminary and there are a lot of aspects to improve)☆15Jan 23, 2026Updated 2 months ago
- Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials☆24Sep 25, 2020Updated 5 years ago
- Finite element library☆31Apr 3, 2026Updated last week
- Physics-informed deep learning for structural dynamics under moving load☆20Oct 4, 2024Updated last year
- GPU acceleration extension for FEniCSx☆38Mar 26, 2026Updated 2 weeks ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆20Nov 26, 2025Updated 4 months ago
- FEM enhanced neural network☆20Nov 27, 2022Updated 3 years ago
- ☆13Nov 28, 2025Updated 4 months ago
- Object-oriented programming language for writing smart contracts on all platforms. Built to work alongside BenchChain distributed virtua…☆11Apr 17, 2018Updated 7 years ago
- FEniCS implementation of phase-field fracture model for brittle anisotropic materials☆13Aug 2, 2025Updated 8 months ago
- Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechan…☆14Aug 18, 2023Updated 2 years ago
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆25May 27, 2025Updated 10 months ago
- EPI is a python package for inverse parameter inference☆13Updated this week
- This library has a lot of Fortran Routines for model implicit material constitutive behavior. There are implementation of Neo-Hooken, Odg…☆27May 20, 2017Updated 8 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆21Feb 21, 2024Updated 2 years ago
- ☆46Nov 27, 2023Updated 2 years ago
- active vibration control using piezoelectric collocated patches☆22May 20, 2024Updated last year
- Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation☆22Sep 27, 2021Updated 4 years ago
- ☆33Aug 31, 2022Updated 3 years ago
- ☆11Nov 14, 2018Updated 7 years ago
- Implementation of 'Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models' (Nature Machine Intelligenc…☆88Aug 9, 2024Updated last year