Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME
☆12Sep 7, 2021Updated 4 years ago
Alternatives and similar repositories for constitutive-neural-networks
Users that are interested in constitutive-neural-networks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Neural Network Approach for Elastoplastic Constitutive Modeling☆26May 17, 2023Updated 3 years ago
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆27Jul 7, 2021Updated 4 years ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆20Mar 20, 2025Updated last year
- Optimal calibration of continuum cyclic constitutive model using Particle Swarm Optimization☆18Mar 8, 2018Updated 8 years ago
- Numerical impementation of the Gurson model with GTN modification.☆42Jun 17, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials☆25Sep 25, 2020Updated 5 years ago
- ☆59May 8, 2023Updated 3 years ago
- ☆13Nov 28, 2025Updated 6 months ago
- Abaqus UMAT for simulating FCC single crystal Aluminium under small to high strain rates (0.001–1000 /s).☆16Sep 13, 2025Updated 8 months ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆14Aug 26, 2024Updated last year
- Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening☆53Nov 25, 2018Updated 7 years ago
- A viscoplastic strain-softening Mohr-Coulomb UMAT☆23Jul 12, 2021Updated 4 years ago
- Neural Network Approach for Data-Driven Constitutive Modeling☆42Feb 4, 2022Updated 4 years ago
- ABAQUS users material models wrapper for Julia☆12Apr 30, 2020Updated 6 years 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.
- ☆12Nov 17, 2021Updated 4 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
- Outputs Abaqus odb information to MATLAB mat file.☆11Jul 7, 2014Updated 11 years ago
- Cohesive elements in Abaqus UMAT☆50Aug 31, 2020Updated 5 years ago
- An Abaqus framework based on user materials (Umat and Umatht) for multi-field problems. A thermo-mechanically coupled gradient-enhanced d…☆26Dec 2, 2024Updated last year
- 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
- micmacsfenics: a FEniCs-based implementation of two-level finite element simulations (FE2) using computational homogenization.☆25Feb 20, 2026Updated 3 months ago
- Code for "Discovering plasticity models without stress data" (npj Computational Materials, 2022) and "Automated discovery of generalized …☆24Sep 25, 2024Updated last year
- Code of the publication "Physics informed neural networks for continuum micromechanics" published in https://doi.org/10.1016/j.cma.2022.1…☆19Jul 28, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…