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.
☆26Aug 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☆33Feb 28, 2025Updated last year
- ☆32May 2, 2025Updated last year
- GBDT for regression☆10Dec 16, 2018Updated 7 years ago
- ☆13Oct 24, 2018Updated 7 years ago
- 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
- 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.
- Code snippets for pre- and postprocessing simulation runs with Ovito, ASE and other tools☆11May 13, 2026Updated last month
- A collection of scripts for pairing OVITO with freud and other Glotzer lab packages☆16Jun 8, 2026Updated last week
- This repository contains scripts for the batch generation of polycrystalline RVE models and finite element analysis operations. These scr…☆30Apr 26, 2025Updated last year
- Multibody dynamics project for rigid-flexible systems with actuated joints. Flexible bodies use Cosserat Rod Theory formulated on a Lie G…☆24Jun 19, 2023Updated 2 years ago
- Turtle projects☆27Jul 25, 2022Updated 3 years ago
- ASTM E1049-85 rainflow-counting algorithm☆13Mar 22, 2024Updated 2 years ago
- A novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Ne…☆24Apr 21, 2025Updated last year
- Using Python to perform High Cycle Fatigue (HCF) analysis of ABAQUS|Explicit transient solutions☆10Feb 22, 2021Updated 5 years ago
- Python tools for random-data analysis.☆10Aug 13, 2018Updated 7 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- AquaCrop-OSPy: Python implementation of AquaCrop-OS☆14Nov 6, 2022Updated 3 years ago
- ☆14Sep 20, 2021Updated 4 years ago
- Fatigue damage calculation from random response analysis☆11Oct 20, 2010Updated 15 years ago
- OpenRadioss is a powerful, industry-proven finite element solver for dynamic event analysis☆16Apr 27, 2026Updated last month
- # XFEM_Fracture2D ### Description This is a Matlab program that can be used to solve fracture problems involving arbitrary multiple cr…☆59Apr 28, 2022Updated 4 years ago
- A Structural Dynamics Python Library☆42Apr 17, 2026Updated last month
- ☆17Nov 22, 2022Updated 3 years ago
- Quantification of global drought recovery probability based on Vine Copula☆19Jan 25, 2024Updated 2 years ago
- Gradient-enhanced Kriging surrogate model☆27Dec 5, 2025Updated 6 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.
- Script for the generation of finite-thickness interface elements for polycrystal microstructure modelling☆26May 12, 2025Updated last year
- Random Laser simulation using COMSOL Multiphysics.☆17Oct 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 3 years ago
- The PyTorch version for 'Domain-adversarial similarity-based meta-learning network'.☆18Apr 8, 2022Updated 4 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.☆13Jan 29, 2026Updated 4 months ago
- code of the paper "Reliability modeling and statistical analysis of accelerated degradation process with memory effects and unit-to-unit …☆13Jan 28, 2026Updated 4 months ago
- Iterated Amplitude Adjusted Fast Fourier Transform time series surrogates☆18Jun 22, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Fatigue damage accumulation for variable amplitude stress-time histories using the Palmgren-Miner rule.☆16Apr 26, 2023Updated 3 years ago
- Python Study Notes based on MOOC☆13Apr 14, 2018Updated 8 years ago
- A finite element blade structural dynamics module☆13Mar 25, 2017Updated 9 years ago
- A Julia module for stochastic response analysis by DR-PDEE/GE-GDEE☆13Dec 19, 2025Updated 5 months ago
- A new probabilistic wind speed prediction method, called Shared Weight Long Short-Term Memory Network combined with Gaussian Process Regr…☆12Nov 17, 2019Updated 6 years ago
- Hybrid Surrogate Assisted Many-objective Evolutionary Algorithm for Expensive Multi/Many Objective Optimization Problems☆14Nov 18, 2021Updated 4 years ago
- ☆14Mar 5, 2025Updated last year