Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT
☆27Jul 7, 2021Updated 5 years ago
Alternatives and similar repositories for NN_aniso_UMAT
Users that are interested in NN_aniso_UMAT 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☆27May 17, 2023Updated 3 years ago
- Files associated with manuscript: Anisotropic damage model for collagenous tissues and its application to model fracture and needle inser…☆15Jul 27, 2022Updated 4 years ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 5 years ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆21Mar 20, 2025Updated last year
- An implementation of a UMAT on ABAQUS for aging viscoelastic materials☆22Aug 23, 2020Updated 6 years ago
- 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.
- Neural Network (NN) based anisotropic material model with an Abaqus UMAT implementation☆24Jul 3, 2022Updated 4 years ago
- An Abaqus user subroutine example using modern Fortran☆17Oct 28, 2023Updated 3 years ago
- Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials☆24Sep 25, 2020Updated 6 years ago
- Python code to generate zero thickness cohesive interface elements (COH2D4) in Abaqus☆16Nov 25, 2021Updated 4 years ago
- ☆60May 8, 2023Updated 3 years ago
- Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening☆54Nov 25, 2018Updated 7 years ago
- Generates an Abaqus simulation batch describing a cracked half-plane, and outputs the J-integral☆25Mar 7, 2017Updated 9 years ago
- ☆12Feb 25, 2022Updated 4 years ago
- Abaqus umat subroutine implementing a transversely isotropic linear elastic, ideal plastic material model☆52Sep 26, 2016Updated 10 years ago
- 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.
- ☆13Nov 17, 2021Updated 4 years ago
- Neural Network Approach for Data-Driven Constitutive Modeling☆42Feb 4, 2022Updated 4 years ago
- Artificial Neural Network Constitutive Law☆11May 19, 2021Updated 5 years ago
- sample files for Direct FE2 implementation in ABAQUS☆20Feb 16, 2022Updated 4 years ago
- Abaqus VUMAT and sample input files for modeling of viscoelastic foams☆14Feb 25, 2022Updated 4 years ago
- A composable UMAT framework for finite-strain constitutive modelling of soft biological tissues and filamentous networks in ABAQUS.☆45Jun 12, 2026Updated 4 months ago
- Developed a finite deformation VUMAT in Fortran to implement von-Mises plasticity for an elastic-isotropic hardening material and then va…☆19Aug 15, 2021Updated 5 years ago
- This repo contains the subroutines I wrote as part of my PhD in computational mechanics.☆11Jul 11, 2023Updated 3 years ago
- ☆15Jan 11, 2019Updated 7 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.
- Library that includes standard material models (phenomenological laws) as well as implementations of multiscale homogenization schemes fo…☆12Jul 20, 2026Updated 3 months ago
- The software is a list of Abaqus User MATerial subroutines (VUMAT) for modeling granular flow physics. It includes (1) density dependent …☆35Jun 18, 2026Updated 4 months ago
- User Material Model Implementation (UMAT) based on Finite Viscoelasticity Theory for Hydrogels in Abaqus☆43Feb 4, 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
- Numerical impementation of the Gurson model with GTN modification.☆42Jun 17, 2020Updated 6 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
- This is a nonlinear elastic constitutive model(Duncan-CHANG EB) UMAT widely used in the field of geotechnical engineering. It can be used…☆30Sep 27, 2022Updated 4 years ago
- Matlab-Abaqus pipeline to model embedded fibers in to hyperelastic solid base material (large deformations)☆12Oct 2, 2023Updated 3 years ago
- This repository contants INP files and subroutine codes which are unified elasto-viscoplastic constitutive model for 316 stainless steel …☆21Jul 31, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- UMAT for abaqus☆24Nov 1, 2016Updated 10 years ago
- Outputs Abaqus odb information to MATLAB mat file.☆11Jul 7, 2014Updated 12 years ago
- Abaqus UMAT subroutine for a large family of finite viscoelasticity models☆21Jan 30, 2024Updated 2 years ago
- UMAT subroutines (for FEA code Abaqus) to model progressive damage/failure in FRP composites☆42Jul 13, 2026Updated 3 months ago
- Abaqus 6.14 plugin for user-defined constitutive models testing☆29Oct 20, 2019Updated 7 years ago
- Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets☆16Jan 15, 2023Updated 3 years ago
- A viscoplastic strain-softening Mohr-Coulomb UMAT☆24Jul 12, 2021Updated 5 years ago
Are these results useful?