This repository contains code for predicting multiaxial fatigue life of metals using deep learning models (CNN, LSTM, and GRU) combined with fully connected layers. It processes a dataset published on Materials Cloud, utilizing high-quality data to train and evaluate the models effectively.
☆24Aug 6, 2024Updated last year
Alternatives and similar repositories for Metal-Multiaxial-Fatigue-Life-Prediction-Using-Deep-Learning
Users that are interested in Metal-Multiaxial-Fatigue-Life-Prediction-Using-Deep-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Predictive Modeling and Uncertainty Quantification of Fatigue Life in Metal Alloys using Machine Learning☆28Feb 28, 2025Updated last year
- ☆31May 2, 2025Updated 10 months ago
- GBDT for regression☆10Dec 16, 2018Updated 7 years ago
- Simulation of a flexible pendulum using the ALE-ANCF finite element method.☆17Feb 20, 2024Updated 2 years ago
- ☆13Oct 24, 2018Updated 7 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.
- This jupyter notebook is part of the lecture "Data Science for Raman spectroscopy" imparted by Nicolás Coca-López during the Hands-on Wor…☆13Jan 15, 2023Updated 3 years ago
- Abaqus script for generating Abaqus geometry model from EBSD data☆16Apr 28, 2025Updated 10 months ago
- Multibody dynamics project for rigid-flexible systems with actuated joints. Flexible bodies use Cosserat Rod Theory formulated on a Lie G…☆23Jun 19, 2023Updated 2 years ago
- Code snippets for pre- and postprocessing simulation runs with Ovito, ASE and other tools☆11Aug 2, 2024Updated last year
- This repository contains scripts for the batch generation of polycrystalline RVE models and finite element analysis operations. These scr…☆28Apr 26, 2025Updated 11 months ago
- Turtle projects☆27Jul 25, 2022Updated 3 years ago
- ASTM E1049-85 rainflow-counting algorithm☆13Mar 22, 2024Updated 2 years ago
- Using Python to perform High Cycle Fatigue (HCF) analysis of ABAQUS|Explicit transient solutions☆10Feb 22, 2021Updated 5 years ago
- 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
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- AutoML 2024: HPOD: Hyperparameter Optimization for Unsupervised Outlier Detection☆13Jul 12, 2024Updated last year
- Workflow for FESAFE fatigue analysis and postprocessing using Python and Abaqus☆11Feb 23, 2023Updated 3 years ago
- Feature-level domain adaptation☆11Sep 6, 2019Updated 6 years ago
- Fatigue damage calculation from random response analysis☆11Oct 20, 2010Updated 15 years ago
- A Structural Dynamics Python Library☆40Mar 11, 2026Updated 2 weeks ago
- OpenRadioss is a powerful, industry-proven finite element solver for dynamic event analysis☆15Jan 5, 2026Updated 2 months ago
- # XFEM_Fracture2D ### Description This is a Matlab program that can be used to solve fracture problems involving arbitrary multiple cr…☆57Apr 28, 2022Updated 3 years ago
- Gradient-enhanced Kriging surrogate model☆25Dec 5, 2025Updated 3 months ago
- ☆17Nov 22, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Simulation of Radiation Detectors with GEANT4☆24Nov 22, 2013Updated 12 years ago
- Script for the generation of finite-thickness interface elements for polycrystal microstructure modelling☆26May 12, 2025Updated 10 months ago
- Random Laser simulation using COMSOL Multiphysics.☆16Oct 18, 2021Updated 4 years ago
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆13May 12, 2023Updated 2 years ago
- Fatigue damage accumulation for variable amplitude stress-time histories using the Palmgren-Miner rule.☆16Apr 26, 2023Updated 2 years ago
- Remaining useful life prediction. Degradation path approximation (DPA) is a highly easy-to-understand and brand-new solution way for data…☆19Feb 27, 2024Updated 2 years ago
- Python implementation of the local outlier factor tuning algorithm described in “Automatic Hyperparameter Tuning Method for Local Outlier…☆11Aug 3, 2020Updated 5 years ago
- Python modules for working with Adams models and data.☆11Jan 29, 2026Updated last month
- A finite element blade structural dynamics module☆13Mar 25, 2017Updated 9 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.
- 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
- A Julia module for stochastic response analysis by DR-PDEE/GE-GDEE☆13Dec 19, 2025Updated 3 months ago
- ☆12Mar 5, 2025Updated last year
- ☆13Oct 3, 2016Updated 9 years ago
- A new probabilistic wind speed prediction method, called Shared Weight Long Short-Term Memory Network combined with Gaussian Process Regr…☆11Nov 17, 2019Updated 6 years ago
- Package to estimate life of random fatigue history with frequency domain methods☆16Nov 27, 2023Updated 2 years ago
- Boosted Hybrids of ensemble gradient algorithm for the long-term time series forecasting (LTSF)☆17Feb 28, 2025Updated last year