Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials
☆27Mar 11, 2021Updated 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:
- Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets☆16Jan 15, 2023Updated 3 years ago
- When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…☆67Mar 5, 2026Updated last month
- This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how…☆17Nov 1, 2022Updated 3 years ago
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆15Mar 10, 2025Updated last year
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 4 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.
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13Updated this week
- ☆18Mar 30, 2020Updated 6 years ago
- Physics-informed neural networks for myocardial perfusion MRI quantification.☆14Nov 26, 2020Updated 5 years ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆13Aug 26, 2024Updated last year
- ☆14Apr 5, 2024Updated 2 years ago
- Thermodynamics-based Artificial Neural Networks☆33Apr 5, 2023Updated 3 years ago
- Matlab-Abaqus pipeline to model embedded fibers in to hyperelastic solid base material (large deformations)☆10Oct 2, 2023Updated 2 years ago
- ☆34Jun 25, 2022Updated 3 years ago
- ☆33Aug 31, 2022Updated 3 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.
- Code and data in support of publication on Cardiac PINN☆24Apr 24, 2021Updated 5 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆26May 17, 2023Updated 2 years ago
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆34Sep 14, 2021Updated 4 years ago
- ☆36Sep 3, 2021Updated 4 years ago
- dic software☆14Jun 16, 2025Updated 10 months ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆25May 30, 2023Updated 2 years ago
- docker config files for slicer☆23Jul 3, 2023Updated 2 years ago
- 基于Python语言的OpenSees算例，重点在于Python语言在OpenSees中的应用。☆12Dec 29, 2020Updated 5 years ago
- ☆16Nov 20, 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.
- Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.☆82Aug 4, 2023Updated 2 years ago
- A python script to plot mohr's circle☆10Nov 11, 2021Updated 4 years ago
- We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.☆104Aug 17, 2023Updated 2 years ago
- ☆11Jun 14, 2023Updated 2 years ago
- Exact real arithmetic using Dedekind cuts☆11Apr 20, 2026Updated 2 weeks ago
- Digital Image Correlation. OpenCV with Python wrapper☆11Mar 17, 2014Updated 12 years ago
- ☆10Dec 29, 2024Updated last year
- Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms☆12Nov 4, 2024Updated last year
- Python FE-DIC library☆46Apr 26, 2026Updated last week
- 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.
- A Python implementation of the paper "The virtual element method in 50 lines of MATLAB" by Oliver J. Sutton☆20Feb 10, 2023Updated 3 years ago
- Anything related to Peridynamics☆46Aug 22, 2025Updated 8 months ago
- ☆19Nov 19, 2024Updated last year
- A Python library for isogeometric analysis (IGA) using FEniCS.☆114Sep 14, 2024Updated last year
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆14Sep 15, 2021Updated 4 years ago
- ☆11Jul 22, 2023Updated 2 years ago
- Prototypical Additive Neural Network for Interpretable Classification☆15Dec 4, 2023Updated 2 years ago