Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials
☆25Sep 25, 2020Updated 5 years ago
Alternatives and similar repositories for CANN
Users that are interested in CANN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials☆27Mar 11, 2021Updated 5 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆26May 17, 2023Updated 3 years ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 4 years ago
- Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening☆53Nov 25, 2018Updated 7 years ago
- This repository contants INP files and subroutine codes which are unified elasto-viscoplastic constitutive model for 316 stainless steel …☆21Jul 31, 2023Updated 2 years 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.
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆27Jul 7, 2021Updated 4 years ago
- Optimal calibration of continuum cyclic constitutive model using Particle Swarm Optimization☆18Mar 8, 2018Updated 8 years ago
- Matlab-Abaqus pipeline to model embedded fibers in to hyperelastic solid base material (large deformations)☆10Oct 2, 2023Updated 2 years ago
- Library that includes standard material models (phenomenological laws) as well as implementations of multiscale homogenization schemes fo…☆12Nov 16, 2025Updated 6 months ago
- dic software☆14Jun 16, 2025Updated 11 months ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆20Mar 20, 2025Updated last year
- Neural Network (NN) based anisotropic material model with an Abaqus UMAT implementation☆24Jul 3, 2022Updated 3 years ago
- micmacsfenics: a FEniCs-based implementation of two-level finite element simulations (FE2) using computational homogenization.☆26Feb 20, 2026Updated 3 months ago
- Mohr Coulomb Model☆15Aug 17, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Abaqus 6.14 plugin for user-defined constitutive models testing☆28Oct 20, 2019Updated 6 years ago
- Reads data from Abaqus to Matlab, then calculate the J-integral.☆12Jul 23, 2021Updated 4 years ago
- A plugin for Abaqus CAE 2018 to apply arbitrary stress fields more easily☆12Oct 10, 2023Updated 2 years ago
- Abaqus UMAT subroutine for a large family of finite viscoelasticity models☆20Jan 30, 2024Updated 2 years ago
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13May 7, 2026Updated last month
- This library has a lot of Fortran Routines for model implicit material constitutive behavior. There are implementation of Neo-Hooken, Odg…☆27May 20, 2017Updated 9 years ago
- Ice-Elastoplastic-Material-Model written in Fortran (VUMAT and VUSDFLD) for the Abaqus/Explicit solver (v2019-2022)☆16Apr 7, 2023Updated 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
- ☆13Nov 28, 2025Updated 6 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Solve static non-linear mechanics problems using Finite Elements Method for hyperelastic materials☆11Feb 14, 2025Updated last year
- Generates an Abaqus simulation batch describing a cracked half-plane, and outputs the J-integral☆24Mar 7, 2017Updated 9 years ago
- Matlab code performing the finite element simulation of an electrolyte contained within a phase-field representation of cracks. A novel d…☆17Jul 21, 2023Updated 2 years ago
- Package for testing abaqus user element subroutines for implementing cohesive zone models☆12Oct 28, 2021Updated 4 years ago
- A C++ Finite Element Analysis software based on the Jem-Jive library☆15Dec 10, 2025Updated 6 months ago
- Abaqus umat subroutine implementing a transversely isotropic linear elastic, ideal plastic material model☆51Sep 26, 2016Updated 9 years ago
- Physics Informed Neural Networks To Solve Problems In Solid Mechanics☆20Sep 6, 2023Updated 2 years ago
- Python FE-DIC library☆46Apr 26, 2026Updated last month
- A program for solving nonlinear boundary value problems in solid mechanics with nonlinear material behaviour and large deformation.☆11Jun 19, 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.
- 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
- One-shot learning for solution operators of partial differential equations☆29Nov 20, 2025Updated 6 months ago
- J-Integral evaluation using the area integral from the displacement field.☆13Feb 19, 2024Updated 2 years ago
- This repository uses python and the Abaqus odb api to calculate the J-integral for specific 3D problems. To do this shape functions integ…☆23Jul 14, 2023Updated 2 years ago
- Files associated with manuscript: Anisotropic damage model for collagenous tissues and its application to model fracture and needle inser…☆14Jul 27, 2022Updated 3 years ago
- Constitutive hyperelastic material formulations for FElupe.☆15Feb 13, 2026Updated 4 months ago
- Generates a voronoi diagram with periodic boundaries☆16May 17, 2017Updated 9 years ago