Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets
☆16Jan 15, 2023Updated 3 years ago
Alternatives and similar repositories for hypermodelcomp
Users that are interested in hypermodelcomp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…☆72Sep 29, 2026Updated last week
- pyCellAnalyst is a Python module for 3D reconstruction and deformation analysis of biological objects.☆10May 20, 2026Updated 4 months ago
- ☆12Jul 21, 2023Updated 3 years ago
- Code for "Discovering plasticity models without stress data" (npj Computational Materials, 2022) and "Automated discovery of generalized …☆26Sep 25, 2024Updated 2 years ago
- This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how…☆18Nov 1, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials☆29Mar 11, 2021Updated 5 years ago
- Thermodynamics-based Artificial Neural Networks☆33Apr 5, 2023Updated 3 years ago
- Fast computation of soft tissue thermal response under deformation based on fast explicit dynamics finite element algorithm for surgical …☆10May 30, 2022Updated 4 years ago
- Code for "NN-EUCLID: Deep-learning hyperelasticity without stress data" (Journal of the Mechanics and Physics of Solids, 2022).☆18Aug 11, 2025Updated last year
- ☆33Sep 25, 2026Updated 2 weeks ago
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆27Jul 7, 2021Updated 5 years ago
- Python 2.7 - Finitie Element code for 2D quadrilateral plane stress/plane strain applications using linear isoparametric formulation with…☆12Jan 29, 2019Updated 7 years ago
- ☆12Mar 27, 2020Updated 6 years ago
- Quadrature for Embedded Solids - QuESo☆26Sep 23, 2026Updated 2 weeks 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.
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 5 years ago
- ☆15Jan 11, 2019Updated 7 years ago
- Code for "Unsupervised discovery of interpretable hyperelastic constitutive laws" (Computer Methods in Applied Mechanics and Engineering,…☆32Feb 11, 2025Updated last year
- Code for my book on numerical linear algebra.☆10Aug 30, 2021Updated 5 years ago
- ☆15Jul 25, 2022Updated 4 years ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆13Nov 13, 2022Updated 3 years ago
- A Riks arclength solver implemented in FEniCS☆20Jan 8, 2026Updated 9 months ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆80Apr 17, 2026Updated 5 months ago
- Constitutive hyperelastic material formulations for FElupe.☆15Feb 13, 2026Updated 7 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Golbabaee M., Chen Z., Wiaux Y. and Davies M., CoverBLIP accelerated and scalable iterative matched filtering for Magnetic Resonance Fing…☆10Jul 26, 2018Updated 8 years ago
- This is the supporting material for the tutorial on fibre based hyperelasticity using a local coordinate basis in Abaqus☆21Nov 18, 2019Updated 6 years ago
- Fast explicit dynamics finite element algorithm for transient heat transfer☆15Jan 27, 2022Updated 4 years ago
- Micro mechanical computations with an FFT-based method☆61Nov 15, 2021Updated 4 years ago
- FEniCS code for inverse FEM hyper-elasticity☆22Mar 26, 2022Updated 4 years ago
- Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks☆33Feb 29, 2020Updated 6 years ago
- Cross-entropy method variants for optimization in Julia☆12Apr 29, 2021Updated 5 years ago
- Curso de Cálculo Numérico da UERJ.☆13Jul 23, 2026Updated 2 months ago
- Meshless methods for Computational Mechanics☆18Apr 26, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PINN program for computational mechanics☆152Apr 1, 2024Updated 2 years ago
- A 3D multsicale topology optimization code using surrogate models of lattice microscale response☆47Sep 11, 2019Updated 7 years ago
- EPIDEMIC is an easy-to-run Matlab/Octave educational toolkit for epidemiological analysis.☆18Apr 4, 2025Updated last year
- ☆60May 8, 2023Updated 3 years ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆21Mar 20, 2025Updated last year
- COmputational MEchanics numerical Tours with FEniCSx☆77Mar 4, 2025Updated last year
- Neural integration for constitutive equations☆14Dec 12, 2023Updated 2 years ago