Python scripts for physics-informed neural networks for corrosion-fatigue prognosis
☆40Jul 20, 2022Updated 3 years ago
Alternatives and similar repositories for pinn_corrosion_fatigue
Users that are interested in pinn_corrosion_fatigue are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Predict corrosion rate using Machine Learning☆17Jun 25, 2018Updated 7 years ago
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆118Jul 20, 2022Updated 3 years ago
- Physics-informed neural networks package☆344Jul 20, 2022Updated 3 years ago
- Image processing for automated detection of steel corrosion☆15Aug 24, 2017Updated 8 years ago
- A small project about corrosion detection.☆15Aug 25, 2022Updated 3 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.
- corrosion condition state classification for bridge inspections☆28Aug 8, 2023Updated 2 years ago
- Physics-informed neural network for fatigue crack propagation (Paris' law)☆21Jan 15, 2022Updated 4 years ago
- ☆13Dec 3, 2024Updated last year
- ☆130Jul 20, 2022Updated 3 years ago
- This repository employs MLP and the monitored acoustic emission data to predict the corrosion rates of reinforcements of marine pile foun…☆17May 16, 2019Updated 6 years ago
- The relevant codes and more comparison results of "Physics-informed deep learning for tool wear monitoring".☆16Dec 21, 2021Updated 4 years ago
- Implementation of fracture propagation☆24Apr 13, 2023Updated 2 years ago
- Blood Flow Modeling with Physics-Informed Neural Networks☆19Jan 10, 2023Updated 3 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆29Sep 13, 2022Updated 3 years 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.
- Contains source for detecting metal corrosion using Machine learning☆12Aug 28, 2024Updated last year
- This repository contains the Python code for the paper "Transfer learning-based PINN model of 3D temperature field prediction for blue la…☆25Aug 3, 2024Updated last year
- Abaqus elliptic surface crack modeling☆17Nov 10, 2013Updated 12 years ago
- Basic example of how to train and detect rust corrosion with yolo v7.☆10Apr 26, 2024Updated last year
- Code: A phase field formulation for dissolution-driven stress corrosion cracking (https://doi.org/10.1016/j.jmps.2020.104254)☆17May 15, 2023Updated 2 years ago
- A Framework for Remaining Useful Life Prediction Based on Self-Attention and Physics-Informed Neural Networks☆141Jan 28, 2024Updated 2 years ago
- Workflow for FESAFE fatigue analysis and postprocessing using Python and Abaqus☆11Feb 23, 2023Updated 3 years ago
- The DynaGen model allows the prediction of dynamical field data based on microstructure input. The model is exemplified to dynamic fractu…☆12Mar 17, 2023Updated 3 years ago
- A python script to generate code that creates a Voronoi cell FEM for Abaqus CAE☆37Nov 17, 2020Updated 5 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.
- This is a repository containing the different MATLAB codes and the .mat archives with the data samples that are referenced to within my t…☆16Jun 23, 2022Updated 3 years ago
- Nonnegative Tensor Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning☆10Oct 19, 2025Updated 5 months ago
- ASTM E1049-85 rainflow-counting algorithm☆13Mar 22, 2024Updated 2 years ago
- Deep learning for automated corrosion detection☆53Jun 29, 2021Updated 4 years ago
- An awesome list of papers on remaining useful life (RUL) prediction from arXiv☆19Jun 12, 2025Updated 9 months ago
- Notebooks repository for "Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty"☆13Sep 11, 2022Updated 3 years ago
- Topology optimization for plain stress problem in Matlab. Using Hyperworks to prepare the model and view results.☆10Feb 7, 2019Updated 7 years ago
- Collection of theories and implementations on the field of Mechanics☆10Nov 20, 2023Updated 2 years ago
- Ice-Elastoplastic-Material-Model written in Fortran (VUMAT and VUSDFLD) for the Abaqus/Explicit solver (v2019-2022)☆16Apr 7, 2023Updated 2 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.
- Physics Informed Neural Network for Time Series Forecasting☆13Jun 1, 2023Updated 2 years ago
- ☆11Mar 25, 2020Updated 6 years ago
- This library has a lot of Fortran Routines for model implicit material constitutive behavior. There are implementation of Neo-Hooken, Odg…☆26May 20, 2017Updated 8 years ago
- Matlab simulation of a hydrodynamically lubricated slider bearing☆11Jan 17, 2019Updated 7 years ago
- Generates an Abaqus simulation batch describing a cracked half-plane, and outputs the J-integral☆23Mar 7, 2017Updated 9 years ago
- keras-regression-cnns☆11Dec 23, 2019Updated 6 years ago
- A tutorial for anyone wanting to use CoCalc, especially for teaching☆31Mar 8, 2019Updated 7 years ago