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.
☆27Aug 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☆32Feb 28, 2025Updated last year
- ☆32May 2, 2025Updated last year
- GBDT for regression☆10Dec 16, 2018Updated 7 years ago
- ☆13Oct 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Simulation of a flexible pendulum using the ALE-ANCF finite element method.☆17Feb 20, 2024Updated 2 years ago
- A collection of scripts for pairing OVITO with freud and other Glotzer lab packages☆16Jul 21, 2026Updated last week
- Abaqus script for generating Abaqus geometry model from EBSD data☆20Apr 28, 2025Updated last year
- Workflow for FESAFE fatigue analysis and postprocessing using Python and Abaqus☆12Feb 23, 2023Updated 3 years ago
- ASTM E1049-85 rainflow-counting algorithm☆13Mar 22, 2024Updated 2 years ago
- Fatigue damage accumulation for variable amplitude stress-time histories using the Palmgren-Miner rule.☆16Apr 26, 2023Updated 3 years ago
- Using Python to perform High Cycle Fatigue (HCF) analysis of ABAQUS|Explicit transient solutions☆10Feb 22, 2021Updated 5 years ago
- ☆14Sep 20, 2021Updated 4 years ago
- # XFEM_Fracture2D ### Description This is a Matlab program that can be used to solve fracture problems involving arbitrary multiple cr…☆61Apr 28, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Feature-level domain adaptation☆11Sep 6, 2019Updated 6 years ago
- Python tools for random-data analysis.☆11Aug 13, 2018Updated 7 years ago
- Script for the generation of finite-thickness interface elements for polycrystal microstructure modelling☆26May 12, 2025Updated last year
- code of the paper "Reliability modeling and statistical analysis of accelerated degradation process with memory effects and unit-to-unit …☆13Jan 28, 2026Updated 6 months ago
- ☆17Nov 22, 2022Updated 3 years ago
- Quantification of global drought recovery probability based on Vine Copula☆19Jan 25, 2024Updated 2 years ago
- This repository contains scripts for the batch generation of polycrystalline RVE models and finite element analysis operations. These scr…☆31Apr 26, 2025Updated last year
- Fatigue damage calculation from random response analysis☆11Oct 20, 2010Updated 15 years ago
- Generate common B-spline, NURBS and analytic geometries☆15Jan 17, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A new probabilistic wind speed prediction method, called Shared Weight Long Short-Term Memory Network combined with Gaussian Process Regr…☆13Nov 17, 2019Updated 6 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 modules for working with Adams models and data.☆13Jan 29, 2026Updated 5 months ago
- The PyTorch version for 'Domain-adversarial similarity-based meta-learning network'.☆18Apr 8, 2022Updated 4 years ago
- 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
- Python implementation of the local outlier factor tuning algorithm described in “Automatic Hyperparameter Tuning Method for Local Outlier…☆10Aug 3, 2020Updated 5 years ago
- Iterated Amplitude Adjusted Fast Fourier Transform time series surrogates☆20Jun 22, 2021Updated 5 years ago
- A Julia module for stochastic response analysis by DR-PDEE/GE-GDEE☆13Dec 19, 2025Updated 7 months ago
- ☆13Oct 3, 2016Updated 9 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Documentation Resources for MYSTRAN☆15Jul 6, 2026Updated 3 weeks ago
- Open source fatigue framework based on PRISMS-Plasticity CPFE simulation☆51Oct 13, 2023Updated 2 years ago
- Data Driven Modelling of Composites☆11Sep 6, 2017Updated 8 years ago
- Bias correction method using quantile mapping☆15Dec 10, 2023Updated 2 years ago
- This repository contains code for the paper "Imbalanced Semi-supervised Learning with Bias Adaptive Classifier", published at ICLR 2023.☆18May 4, 2023Updated 3 years ago
- Python Study Notes based on MOOC☆13Apr 14, 2018Updated 8 years ago
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆24Jul 21, 2026Updated last week