☆27Mar 16, 2024Updated 2 years ago
Alternatives and similar repositories for MeshPhysicsGNN-NeuralOps
Users that are interested in MeshPhysicsGNN-NeuralOps are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Graph neural networks for stress and strain fields prediction☆65Jan 9, 2023Updated 3 years ago
- Graph Neural Network (GNN) emulation of the left-ventricle (LV) in diastole☆14Sep 28, 2022Updated 3 years ago
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆31Jul 25, 2024Updated 2 years ago
- ☆60May 8, 2023Updated 3 years ago
- Implementation of a ResUNet-based DeepONet for predicting stress distribution on variable input geometries subject to variable loads. A R…☆22Jul 20, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Supplementary material for "Interpolation-Based Immersed Finite Element Analysis", using FEniCS.☆15May 26, 2023Updated 3 years ago
- FEM enhanced neural network☆20Nov 27, 2022Updated 3 years ago
- This repository contains the code for coupling FEniCS with Physics-Informed DeepONet☆23Mar 28, 2026Updated 5 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
- Graph Network Simulator☆237Mar 27, 2026Updated 5 months ago
- PyTorch implementations of Learning Mesh-based Simulation With Graph Networks☆267Dec 19, 2025Updated 8 months ago
- A manager tool to facilitate two-scale coupling in multi-physics simulations using preCICE.☆24Aug 11, 2026Updated 3 weeks 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
- Code for 'DiffuMeta: Algebraic Language Models for Inverse Design of Metamaterials via Diffusion Transformers'☆34Apr 23, 2026Updated 4 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repo lets you train GNN (MeshGraphNet, transformers, etc) to simulate physics on unstructured grids like meshes.☆51Aug 5, 2026Updated last month
- Automated physical feature engineering for polymer informatics (APFEforPI), which has been utilized for the exploitation of high thermal …☆15Jun 28, 2024Updated 2 years ago
- Physically Recurrent Neural Networks☆15Sep 15, 2025Updated 11 months ago
- Gaussian process-based interpretable latent space dynamics identification through deep autoencoder☆37Aug 14, 2026Updated 3 weeks ago
- ☆22Jun 28, 2025Updated last year
- A Riks arclength solver implemented in FEniCS☆20Jan 8, 2026Updated 7 months ago
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- Differentiable Flexible Mechanical Metamaterials☆41Feb 11, 2026Updated 6 months ago
- Code to control abaqus model through python API☆54Dec 11, 2021Updated 4 years 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.
- Application of Graph Neural Networks to predict material properties from their microstructures.☆20Nov 18, 2024Updated last year
- Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems☆62Jan 25, 2022Updated 4 years ago
- A simple tool to convert mesh created from Gmsh to XDMF for use in FEniCS☆18May 15, 2021Updated 5 years ago
- A novel graph U-net architecture☆25Apr 12, 2024Updated 2 years ago
- Numerical impementation of the Gurson model with GTN modification.☆42Jun 17, 2020Updated 6 years ago
- Type hints for Abaqus/Python scripting (The repo has been moved to https://github.com/haiiliin/abqpy).☆65Mar 4, 2023Updated 3 years ago
- A crystal plasticity FEM code that runs on the GPU☆69Aug 23, 2026Updated 2 weeks ago
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆50Mar 2, 2026Updated 6 months ago
- ☆70Aug 16, 2024Updated 2 years 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.
- Create an infill pattern in a solid body☆18Apr 15, 2019Updated 7 years ago
- ☆17Jun 9, 2024Updated 2 years ago
- ODB2VTK converter☆112Mar 22, 2026Updated 5 months ago
- ☆13Aug 1, 2024Updated 2 years ago
- Data Driven Modelling of Composites☆11Sep 6, 2017Updated 9 years ago
- Frequency Domain Decomposition (FDD)☆10May 16, 2020Updated 6 years ago
- Tool to design and optimize autonomous vehicle concepts.☆12Aug 29, 2022Updated 4 years ago