Code repository for review paper titled "Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Comprehensive Review"
☆39Jul 20, 2023Updated 2 years ago
Alternatives and similar repositories for UQ_ML_Tutorial
Users that are interested in UQ_ML_Tutorial are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆28Oct 17, 2023Updated 2 years ago
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆45Jun 24, 2024Updated last year
- Repository for the paper "Bayesian Model Selection of Lithium-Ion Battery Models via Bayesian Quadrature"☆14Apr 3, 2024Updated 2 years ago
- ☆12Mar 19, 2018Updated 8 years ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆32Aug 26, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Recurrent Plot on Multivariate Time Series Windows for Transfer Learning–based RUL estimation☆15Mar 28, 2022Updated 4 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆38Feb 18, 2023Updated 3 years ago
- A Novel Patch-Based Transformer for Accurate Remaining Useful Life Prediction of Lithium-Ion Batteries☆43Mar 17, 2026Updated 2 months ago
- In this repository you will find scripts, datasets, examples developped in the book "System Reliability Theory; Models, Statistical Metho…☆21Feb 22, 2021Updated 5 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆45Jul 27, 2023Updated 2 years ago
- ☆31Nov 7, 2024Updated last year
- Code for "Machine learning pipeline for battery state-of-health estimation"☆73Nov 19, 2021Updated 4 years ago
- A supervised contrastive learning method based on online complement strategy for long-tailed fine-grained fault diagnosis☆10Jan 5, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The PyTorch implementation of Source-Free Cross-Domain State of Charge Estimation of Lithium-ion Batteries at Different Ambient Temperatu…☆16Apr 16, 2023Updated 3 years ago
- Explainable AI for Prostate MRI☆10Jul 1, 2023Updated 2 years ago
- ☆66Nov 30, 2020Updated 5 years ago
- ☆28Oct 21, 2022Updated 3 years ago
- AI-powered CLI tool for automated electrochemical impedance spectroscopy (EIS) data analysis☆14Jan 21, 2025Updated last year
- ☆11Jul 18, 2023Updated 2 years ago
- Multimodal non-rigid boundary based registration☆15Aug 13, 2016Updated 9 years ago
- Experiments from our work Uncertainty Quantification and Deep Ensemble☆10Nov 1, 2021Updated 4 years ago
- ☆14Aug 5, 2024Updated last year
- 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.
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆324Jan 31, 2023Updated 3 years ago
- ☆11Dec 23, 2024Updated last year
- ☆10Mar 29, 2020Updated 6 years ago
- Novel algorithms to predict Remaining Useful Life (RUL) on NASA’s benchmark dataset, CMAPSS turbofan engine degradation simulation.☆14Nov 8, 2023Updated 2 years ago
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆16Aug 21, 2023Updated 2 years ago
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent☆30Feb 5, 2024Updated 2 years ago
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Oct 10, 2023Updated 2 years ago
- Uncertainty Quantification in the POD-NN framework☆24Sep 10, 2020Updated 5 years ago
- Code Repository for SCM-VAE (IEEE Big Data)☆14Nov 8, 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.
- 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
- KAZE Image feature-based (keypoint) occupancy grid map-merging approach for collaborative SLAM.☆14Oct 24, 2025Updated 7 months ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆305Oct 26, 2021Updated 4 years ago
- Occupancy grid mapping based on 2D Lidar data assuming perfect knowledge of a robot's trajectory.☆11May 23, 2021Updated 5 years ago
- ☆17Oct 3, 2021Updated 4 years ago
- The official codebase for Predictive Inference with Feature Conformal Prediction☆35Apr 9, 2023Updated 3 years ago
- 基于PyQt5的项目实战☆18Aug 16, 2021Updated 4 years ago