A physics-informed deep learning (DL)-based constitutive model for investigating epoxy based composites under different ambient conditions.
☆30Jul 28, 2025Updated 8 months ago
Alternatives and similar repositories for Deep-Learning-Constitutive-Model
Users that are interested in Deep-Learning-Constitutive-Model are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆13Aug 26, 2024Updated last year
- Thermodynamics-based Artificial Neural Networks☆33Apr 5, 2023Updated 3 years ago
- User Material Model Implementation (UMAT) based on Finite Viscoelasticity Theory for Hydrogels in Abaqus☆41Feb 4, 2025Updated last year
- Neural integration for constitutive equations☆13Dec 12, 2023Updated 2 years ago
- Strain gradient plasticity code for Abaqus☆18Jul 27, 2022Updated 3 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.
- ☆13Nov 28, 2025Updated 4 months ago
- Code for "Discovering plasticity models without stress data" (npj Computational Materials, 2022) and "Automated discovery of generalized …☆24Sep 25, 2024Updated last year
- ☆59May 8, 2023Updated 2 years ago
- Plugin for Abaqus/CAE that allows to quickly create Couplings and their Reference Points (RP)☆18Feb 17, 2024Updated 2 years ago
- Abaqus/Standard user element subroutine (UEL) for hyperelastic materials in total Lagrangian framework using standard displacement formul…☆25Jan 20, 2026Updated 2 months ago
- Application of Graph Neural Networks to predict material properties from their microstructures.☆21Nov 18, 2024Updated last year
- ☆14Oct 27, 2022Updated 3 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…☆28Sep 27, 2022Updated 3 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆26May 17, 2023Updated 2 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.
- Mohr Coulomb Model☆15Aug 17, 2021Updated 4 years ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆19Mar 20, 2025Updated last year
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆23Apr 1, 2026Updated 2 weeks ago
- MATLAB codes for the RPIM-NNS☆14Jun 26, 2024Updated last year
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆25Jul 3, 2023Updated 2 years ago
- ☆21Feb 21, 2024Updated 2 years ago
- Codes for translating structural defects to atomic properties☆14Sep 12, 2022Updated 3 years ago
- Generative modeling of seismic waveforms☆19Dec 19, 2025Updated 3 months ago
- Abaqus UMAT subroutine for a large family of finite viscoelasticity models☆20Jan 30, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- quarto IEEE template journal☆18Dec 20, 2023Updated 2 years ago
- Code for "Unsupervised discovery of interpretable hyperelastic constitutive laws" (Computer Methods in Applied Mechanics and Engineering,…☆27Feb 11, 2025Updated last year
- Sample Python scripts used in scripting guide☆19Jul 14, 2023Updated 2 years ago
- Repo for Li, Kafka, Gao et al 2019 "Clustering discretization methods for generation of material performance databases in machine learni…☆14May 27, 2019Updated 6 years ago
- ☆21Jul 3, 2025Updated 9 months ago
- ☆25May 3, 2024Updated last year
- Official implementation of SE(3) symmetry lets graph neural networks learn arterial velocity estimation from small datasets☆19Aug 27, 2025Updated 7 months ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆13Nov 13, 2022Updated 3 years ago
- ☆25Dec 21, 2023Updated 2 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.
- AneuX morphology database☆16Jun 25, 2022Updated 3 years ago
- Abaqus UEL and sample input files for modeling of dielectric elastomers☆14Aug 18, 2016Updated 9 years ago
- Source Codes for Corotational Hinge-based Thin Plates/Shells☆12Mar 5, 2025Updated last year
- CU-BEN serial version: geometric and material nonlinear static and transient dynamic structural analysis/ linear acoustic fluid structure…☆11Apr 19, 2020Updated 5 years ago
- Dimensionless learning☆44Updated this week
- The Taichi MPI demos with MPI4Py☆13Nov 3, 2022Updated 3 years ago
- Deep-Learning-Based Flow Prediction for CO2 Storage in Shale–Sandstone Formations☆11Jan 27, 2023Updated 3 years ago