a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation
☆13Jul 22, 2026Updated 3 months ago
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.☆27Feb 20, 2026Updated 8 months ago
- Constitutive hyperelastic material formulations for FElupe.☆15Feb 13, 2026Updated 8 months ago
- Data-driven computational mechanics solver for truss structures☆10Aug 19, 2019Updated 7 years ago
- Code used in the 2023 Alert Geomaterials doctoral school on Machine in Geomechanics☆13Oct 2, 2023Updated 3 years ago
- Graph Neural Network-based Surrogate Models for Finite Element Analysis☆10Sep 25, 2022Updated 4 years ago
- 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.
- Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials☆24Sep 25, 2020Updated 6 years ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Jul 27, 2022Updated 4 years ago
- Computational methods for fiber-reinforced composites☆13Nov 24, 2025Updated 11 months ago
- dic software☆14Jun 16, 2025Updated last year
- 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 3 years ago
- ☆17Jun 7, 2025Updated last year
- This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how…☆18Nov 1, 2022Updated 4 years ago
- ☆17Mar 7, 2023Updated 3 years ago
- A C++ Finite Element Analysis software based on the Jem-Jive library☆16Oct 5, 2026Updated 3 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Application of Graph Neural Networks to predict material properties from their microstructures.☆19Nov 18, 2024Updated last year
- Efficient implementation of plasticity problems resolution using convex optimization solvers incorporated in a finite element code.☆13Oct 27, 2025Updated last year
- ☆15Updated this week
- This is the supporting material for the tutorial on fibre based hyperelasticity using a local coordinate basis in Abaqus☆21Nov 18, 2019Updated 6 years ago
- Code for "Discovering plasticity models without stress data" (npj Computational Materials, 2022) and "Automated discovery of generalized …☆27Sep 25, 2024Updated 2 years ago
- Code and data for learning moving boundary physics using PDDO and Ensemble SINDy☆10Aug 20, 2023Updated 3 years ago
- FANS: an open-source, highly efficient, and parallel FFT-based homogenization solver for microscale multiphysics problems.☆24Oct 24, 2026Updated last week
- Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation☆22Sep 27, 2021Updated 5 years 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 3 years ago
- 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.
- Qi ZHANG's simulation code (very preliminary and there are a lot of aspects to improve)☆15Jan 23, 2026Updated 9 months ago
- ☆32Oct 28, 2024Updated 2 years ago
- active vibration control using piezoelectric collocated patches☆23May 20, 2024Updated 2 years ago
- In this study, we propose a novel deep learning model named as the Finite-element-informed neural network (FEI-NN), inspired from finite …☆19Jul 6, 2024Updated 2 years ago
- ☆19Aug 13, 2024Updated 2 years ago
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆20May 8, 2026Updated 5 months ago
- Object-oriented programming language for writing smart contracts on all platforms. Built to work alongside BenchChain distributed virtua…☆11Apr 17, 2018Updated 8 years ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 5 years ago
- EPI is a python package for inverse parameter inference☆13Jul 1, 2026Updated 4 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- FEniCS code for inverse FEM hyper-elasticity☆22Mar 26, 2022Updated 4 years ago
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆27May 27, 2025Updated last year
- This library has a lot of Fortran Routines for model implicit material constitutive behavior. There are implementation of Neo-Hooken, Odg…☆28May 20, 2017Updated 9 years ago
- ☆14Nov 28, 2025Updated 11 months ago
- Explore the fundamentals of implementing user-defined material routines in LS-DYNA using Python and C++. This includes the realization of…☆16Nov 11, 2024Updated last year
- Demonstrates the interoperability between CUDA and OpenGL☆12Sep 11, 2024Updated 2 years ago
- ☆20Dec 22, 2025Updated 10 months ago