Graph Neural Network-based Surrogate Models for Finite Element Analysis
☆10Sep 25, 2022Updated 3 years ago
Alternatives and similar repositories for transvalorResearchProject
Users that are interested in transvalorResearchProject are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Multi-Fidelity Workflow for Conceptual Design Using Graph Neural Network-Based Field Prediction Surrogate Model☆13Mar 16, 2026Updated last week
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13Feb 20, 2026Updated last month
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆20Nov 26, 2025Updated 4 months ago
- FEM enhanced neural network☆20Nov 27, 2022Updated 3 years ago
- The digital twin paradigm that integrates the information obtained from sensor data, physics models, as well as operational and inspectio…☆19Jan 9, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Abaqus/Standard user element subroutine (UEL) for small strain isotropic linear elastostatics using standard displacement formulation.☆20Jan 20, 2026Updated 2 months ago
- Smoking habits analytics☆10Mar 2, 2016Updated 10 years ago
- Abaqus UEL and sample input files for modeling of dielectric elastomers☆14Aug 18, 2016Updated 9 years ago
- Matlab simulation of a hydrodynamically lubricated slider bearing☆11Jan 17, 2019Updated 7 years ago
- Abaqus/Standard user element subroutine (UEL) for hyperelastic materials in total Lagrangian framework using standard displacement formul…☆24Jan 20, 2026Updated 2 months ago
- A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.☆30Jul 26, 2019Updated 6 years ago
- CLIPS Jupyter console☆15Oct 15, 2023Updated 2 years ago
- The implementation for maximum clique enumeration algorithm☆11Apr 14, 2016Updated 9 years ago
- A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model☆13Mar 13, 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.
- FEM code for phase-field fracture of poroelastic media☆12Jun 24, 2016Updated 9 years ago
- Jupyter notebooks for ME5335 Introduction to Finite Element Analysis☆13Oct 10, 2023Updated 2 years ago
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆13Feb 9, 2025Updated last year
- depth estimation from RGB vision based tactile sensor GelSlim 4.0☆13Sep 25, 2024Updated last year
- ☆19Aug 11, 2025Updated 7 months ago
- This repository contains code for a project that trains a neural network to solve solid mechanics problems faster than the traditional fi…☆12Sep 28, 2023Updated 2 years ago
- Personal Website Dr. Juan Camilo Orduz☆17Mar 17, 2026Updated last week
- ☆13Apr 27, 2022Updated 3 years ago
- A basic example of using physics informed machine learning for enhanced structural dynamics modeling☆10Jul 7, 2023Updated 2 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations - …☆26Jun 4, 2024Updated last year
- PSBFEM-Abaqus: development of User Element Subroutine (UEL) for polygonal scaled boundary finite element method in Abaqus☆12Sep 23, 2021Updated 4 years ago
- ☆15Dec 22, 2023Updated 2 years ago
- Repo for the Neurips Learning to Predict Structural Vibrations paper, provides a dataset and method for vibration prediction in plate str…☆11Oct 7, 2025Updated 5 months ago
- Jupyter notebooks in support of the lecture course '3D7: Finite Element Methods'☆18Jan 25, 2021Updated 5 years ago
- To increase the prediction accuracy by using EMD with LSTM an MLP networks.☆13Nov 22, 2020Updated 5 years ago
- This repository presents a series of analysis on the performance of Physics-Informed Neural Networks in vibrational systems. The limitati…☆13Apr 15, 2023Updated 2 years ago
- A phase-field model for brittle fracture is implemented in the commercial finite element software Abaqus by means of UEL subroutines. The…☆42May 19, 2022Updated 3 years ago
- Open-source toolkit that provides finite element model based optimization frameworks for generating training data and machine learning mo…☆27Oct 3, 2025Updated 5 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Predictive Modeling and Uncertainty Quantification of Fatigue Life in Metal Alloys using Machine Learning☆29Feb 28, 2025Updated last year
- A novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Ne…☆21Apr 21, 2025Updated 11 months ago
- The re-implementation of <End-to-End Lane Marker Detection via Row-wise Classification>☆14Sep 21, 2020Updated 5 years ago
- code of the paper "Reliability modeling and statistical analysis of accelerated degradation process with memory effects and unit-to-unit …☆13Jan 28, 2026Updated last month
- Computational Inverse Design of Surface-based Inflatables☆44Apr 17, 2023Updated 2 years ago
- 3 DoFs dynamic model of deep groove ball bearing on x, y and z rotation with outer ring fault.☆21May 16, 2025Updated 10 months ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆17Apr 18, 2020Updated 5 years ago