Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials
☆29Mar 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:
- Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials☆25Sep 25, 2020Updated 6 years ago
- ☆12Jul 21, 2023Updated 3 years ago
- Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets☆16Jan 15, 2023Updated 3 years ago
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆15Mar 10, 2025Updated last year
- This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how…☆18Nov 1, 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.
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆27Jul 7, 2021Updated 5 years ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 5 years ago
- When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…☆72Aug 26, 2026Updated last month
- Physics-informed neural networks for myocardial perfusion MRI quantification.☆14Nov 26, 2020Updated 5 years ago
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13Jul 22, 2026Updated 2 months ago
- Matlab-Abaqus pipeline to model embedded fibers in to hyperelastic solid base material (large deformations)☆12Oct 2, 2023Updated 2 years ago
- Isogeometric Analysis using Python.☆19Jun 5, 2026Updated 3 months ago
- Thermodynamics-based Artificial Neural Networks☆33Apr 5, 2023Updated 3 years ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆15Jul 29, 2026Updated last month
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Generates a voronoi diagram with periodic boundaries☆16May 17, 2017Updated 9 years ago
- ☆15Apr 5, 2024Updated 2 years ago
- This repository is a collection of user elements for FEAP and generated using AceGen☆12Aug 26, 2021Updated 5 years ago
- ☆15Jul 25, 2022Updated 4 years ago
- mechanoChemML library☆17Jan 16, 2026Updated 8 months ago
- ☆33Updated this week
- Conceptual Modeler based on GemPy and trame☆14Apr 3, 2024Updated 2 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆27May 17, 2023Updated 3 years ago
- ☆32Aug 31, 2022Updated 4 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.
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆33Sep 14, 2021Updated 5 years ago
- dic software☆14Jun 16, 2025Updated last year
- PyQT Framework using pyvista☆12Nov 20, 2019Updated 6 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
- ☆36Sep 3, 2021Updated 5 years ago
- ☆16Nov 20, 2023Updated 2 years ago
- Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms☆12Nov 4, 2024Updated last year
- Reduced-Order Modeling of Fluid Flows with Transformers☆26May 30, 2023Updated 3 years ago
- ☆25Jul 27, 2026Updated 2 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.☆85Aug 4, 2023Updated 3 years ago
- ☆18Mar 3, 2023Updated 3 years ago
- A python script to plot mohr's circle☆10Nov 11, 2021Updated 4 years ago
- Python FE-DIC library☆47Sep 15, 2026Updated last week
- 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
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆14Sep 15, 2021Updated 5 years ago
- Anything related to Peridynamics☆46Aug 22, 2025Updated last year