Predictive Modeling and Uncertainty Quantification of Fatigue Life in Metal Alloys using Machine Learning
☆34Feb 28, 2025Updated last year
Alternatives and similar repositories for Fatigue-Life-Prediction
Users that are interested in Fatigue-Life-Prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains code for predicting multiaxial fatigue life of metals using deep learning models (CNN, LSTM, and GRU) combined w…☆27Aug 6, 2024Updated 2 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 7 months ago
- ☆15Mar 5, 2025Updated last year
- A finite element blade structural dynamics module☆13Mar 25, 2017Updated 9 years ago
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent☆30Feb 5, 2024Updated 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.
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆14May 12, 2023Updated 3 years ago
- Code for: RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings (…☆28Jan 16, 2026Updated 8 months ago
- Open-source code for phase field modelling of Composite Materials☆38Jul 21, 2023Updated 3 years ago
- Deep learning models (RNN & LSTM & WaveNet) for predicting the remaining useful life of rolling element bearings using time series health…☆33Feb 28, 2025Updated last year
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆33Mar 23, 2023Updated 3 years ago
- ☆17Apr 10, 2021Updated 5 years ago
- Code for the paper “Bearing Remaining Useful Life Prediction Method Based on Cross-Dimensional Dual-Temporal Attention Fusion (CBFAN)”, i…☆20Nov 30, 2025Updated 9 months ago
- FEniCS implementation of phase-field fracture model for brittle anisotropic materials☆14Aug 2, 2025Updated last year
- This is the repository for my bachelor thesis on predicting Remaining Useful Lifetime of bearings.☆14Jul 19, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆14Jan 17, 2024Updated 2 years ago
- This is our implemented source code for the paper "A Bearing Fault Diagnosis Framework Based on Few-Shot Learning with Distribution Consi…☆17Jan 7, 2025Updated last year
- The open-source code of "CS-SHAP: Extending SHAP to "SHapley Estimated Explanation (SHEP): A Fast post-hoc attribution method for interpr…☆18Jan 22, 2026Updated 8 months ago
- Excitation signals as used in structural dynamics and vibration fatigue☆18Jun 5, 2025Updated last year
- Turtle projects☆27Jul 25, 2022Updated 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
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆44Dec 2, 2025Updated 9 months ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆44Mar 29, 2021Updated 5 years ago
- Contains code to compare several health index construction methods using run-to-failure bearing dataset☆29Oct 28, 2022Updated 3 years 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.
- ☆14Oct 24, 2018Updated 7 years ago
- Multibody dynamics project for rigid-flexible systems with actuated joints. Flexible bodies use Cosserat Rod Theory formulated on a Lie G…☆24Jun 19, 2023Updated 3 years ago
- Simulation of a flexible pendulum using the ALE-ANCF finite element method.☆17Feb 20, 2024Updated 2 years ago
- Code snippets for pre- and postprocessing simulation runs with Ovito, ASE and other tools☆11Jun 23, 2026Updated 3 months ago
- A collection of scripts for pairing OVITO with freud and other Glotzer lab packages☆16Sep 18, 2026Updated last week
- ☆11Jan 20, 2023Updated 3 years ago
- A novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Ne…☆25Apr 21, 2025Updated last year
- Matlab simulation of a hydrodynamically lubricated slider bearing☆11Jan 17, 2019Updated 7 years ago
- ☆64Jan 18, 2026Updated 8 months 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.
- ASTM E1049-85 rainflow-counting algorithm☆13Mar 22, 2024Updated 2 years ago
- The implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆31Mar 4, 2025Updated last year
- PF-PINNs: Physics-informed neural networks for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations☆18Dec 15, 2024Updated last year
- A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model☆13Mar 13, 2023Updated 3 years ago
- Fatigue damage accumulation for variable amplitude stress-time histories using the Palmgren-Miner rule.☆17Apr 26, 2023Updated 3 years ago
- PINNs-MPF is a comprehensive framework designed for simulating interface dynamics using Physics-Informed Neural Networks (PINNs). Leverag…☆23Aug 30, 2026Updated 3 weeks ago
- Feature-level domain adaptation☆11Sep 6, 2019Updated 7 years ago