Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials
☆26Mar 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☆24Sep 25, 2020Updated 5 years ago
- 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…☆66Mar 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
- 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☆26Jul 7, 2021Updated 4 years ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 4 years ago
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13Feb 20, 2026Updated last month
- ☆18Mar 30, 2020Updated 6 years ago
- Physics-informed neural networks for myocardial perfusion MRI quantification.☆14Nov 26, 2020Updated 5 years ago
- Isogeometric Analysis using Python.☆19Aug 1, 2025Updated 8 months ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆13Aug 26, 2024Updated last year
- ☆13Apr 5, 2024Updated 2 years ago
- Thermodynamics-based Artificial Neural Networks☆33Apr 5, 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.
- Generates a voronoi diagram with periodic boundaries☆15May 17, 2017Updated 8 years ago
- Matlab-Abaqus pipeline to model embedded fibers in to hyperelastic solid base material (large deformations)☆10Oct 2, 2023Updated 2 years ago
- This repository is a collection of user elements for FEAP and generated using AceGen☆12Aug 26, 2021Updated 4 years ago
- mechanoChemML library☆17Jan 16, 2026Updated 2 months ago
- ☆34Jun 25, 2022Updated 3 years ago
- ☆33Aug 31, 2022Updated 3 years ago
- Code and data in support of publication on Cardiac PINN☆24Apr 24, 2021Updated 4 years ago
- Conceptual Modeler based on GemPy and trame☆13Apr 3, 2024Updated 2 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆26May 17, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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 9 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
- ☆15Nov 20, 2023Updated 2 years ago
- Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.☆79Aug 4, 2023Updated 2 years ago
- Abaqus VUMAT and sample input files for modeling of viscoelastic foams☆14Feb 25, 2022Updated 4 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.
- A python script to plot mohr's circle☆10Nov 11, 2021Updated 4 years ago
- ☆17Mar 3, 2023Updated 3 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
- Code for 'Periodic Activation Functions Induce Stationarity' (NeurIPS 2021)☆19Oct 27, 2021Updated 4 years ago
- ☆11Jun 14, 2023Updated 2 years ago
- Python interface to ANSYS APDL CORBA server.☆12Mar 17, 2022Updated 4 years ago
- ☆10Dec 29, 2024Updated last year