☆33Aug 31, 2022Updated 3 years ago
Alternatives and similar repositories for hybrid-fem-nn
Users that are interested in hybrid-fem-nn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆36Sep 3, 2021Updated 4 years ago
- Deep Learning and Finite Element Method for Physical Systems Modeling☆52Mar 15, 2019Updated 7 years ago
- In this project I use the generated dataset of stress analysis results of FVM method to train a Convolutional Neural Netwrok (CNN) model …☆28Aug 2, 2018Updated 8 years ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 4 years ago
- In this study, we propose a novel deep learning model named as the Finite-element-informed neural network (FEI-NN), inspired from finite …☆18Jul 6, 2024Updated 2 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.
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆20May 8, 2026Updated 3 months ago
- ☆38Dec 29, 2017Updated 8 years ago
- ☆23Jan 12, 2021Updated 5 years ago
- Abaqus UMAT subroutine for a large family of finite viscoelasticity models☆20Jan 30, 2024Updated 2 years ago
- PyTorch-FEniCS interface☆110Mar 29, 2021Updated 5 years ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆38Jul 5, 2021Updated 5 years ago
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13Jul 22, 2026Updated 3 weeks ago
- ☆16Oct 25, 2021Updated 4 years ago
- Complex constitutive models beyond the FEniCS UFL.☆17Jul 15, 2026Updated last month
- 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.
- A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysis☆28Jun 14, 2018Updated 8 years ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆79Apr 17, 2026Updated 4 months ago
- This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how…☆18Nov 1, 2022Updated 3 years ago
- Micro mechanical computations with an FFT-based method☆61Nov 15, 2021Updated 4 years ago
- Goal-oriented error estimation and mesh adaptation for finite element problems solved using Firedrake☆12Dec 5, 2023Updated 2 years ago
- FEniCS mechanics: A package for continuum mechanics simulations. To cite this software publication: https://www.sciencedirect.com/science…☆22Apr 18, 2019Updated 7 years ago
- Neural Network Approach for Data-Driven Constitutive Modeling☆42Feb 4, 2022Updated 4 years ago
- Application of Graph Neural Networks to predict material properties from their microstructures.☆20Nov 18, 2024Updated last year
- Meshless methods for Computational Mechanics☆18Apr 26, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code for "Discovering plasticity models without stress data" (npj Computational Materials, 2022) and "Automated discovery of generalized …☆25Sep 25, 2024Updated last year
- Physics-guided neural network framework for elastic plates☆51Mar 24, 2022Updated 4 years ago
- Python and C++ library to process both experimental and simulation data of colloidal particles.☆15Sep 2, 2021Updated 4 years ago
- ☆56Oct 9, 2022Updated 3 years ago
- Soving heat transfer problems using PINN with tf2.0☆21Jun 27, 2021Updated 5 years ago
- The official implementation of Convergent Graph Solvers (CGS)☆21Feb 1, 2022Updated 4 years ago
- [NeurIPS '23] Official code of "A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space"☆14Jul 13, 2025Updated last year
- DeepGreen network written in Tensorflow 2☆34Feb 11, 2026Updated 6 months ago
- Spectral Neural Operator☆83Dec 20, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆15Jul 29, 2026Updated 2 weeks ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆31Jan 20, 2023Updated 3 years ago
- ☆18Mar 30, 2020Updated 6 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
- A place to share problems solved with SciANN☆311Nov 6, 2023Updated 2 years ago
- Constitutive hyperelastic material formulations for FElupe.☆15Feb 13, 2026Updated 6 months ago
- ☆12Apr 18, 2023Updated 3 years ago