VNemani14 / UQ_ML_Tutorial
Code repository for review paper titled "Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Comprehensive Review"
☆27Updated last year
Alternatives and similar repositories for UQ_ML_Tutorial:
Users that are interested in UQ_ML_Tutorial are comparing it to the libraries listed below
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆19Updated 2 years ago
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆10Updated last year
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆12Updated 3 years ago
- A deep transfer regression method based on seed replacement considering balanced domain adaptation☆16Updated 2 years ago
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent☆23Updated last year
- An awesome list of papers on remaining useful life (RUL) prediction from arXiv☆9Updated last month
- ☆24Updated last year
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆18Updated last year
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆27Updated 2 years ago
- Companion repository for the paper "Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision"…☆26Updated 3 years ago
- Transfer Learning on RUL estimation☆13Updated 3 years ago
- ☆22Updated last year
- This code is for paper "KDnet-RUL: A knowledge distillation framework to compress deep neural networks for machine remaining learning use…☆15Updated 2 years ago
- Code Implement of A Data-driven Self-supervised LSTM-DeepFM Model for Industrial Soft Sensor☆28Updated 3 years ago
- Multi-Objective Optimization of ELM for RUL Prediction☆14Updated 2 years ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆19Updated 2 years ago
- Proposed ATS2S model for C-MAPSS dataset.☆15Updated 3 years ago
- Official implementation of https://arxiv.org/abs/1911.06256. Bayesian and frequentist deep learning models for remaining useful life (RUL…☆21Updated 5 years ago
- Source code for Semi-supervised learning for explainable few-shot battery lifetime prediction. Details can be found in README.☆17Updated last year
- Remaining Useful Life prediction with a Deep Self-Supervised Learning Approach☆20Updated last year
- ☆64Updated 4 years ago
- 轴承故障数据集☆11Updated 11 months ago
- Conformal Prediction Intervals for Remaining Useful Lifetime Estimation (IJPHM 2023)☆16Updated last year
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Updated 3 years ago
- ☆12Updated 3 years ago
- Code for: A probabilistic estimation of remaining useful life from censored time-to-event data (2024)☆11Updated 2 months ago
- Benchmarking fault detection and diagnosis methods☆19Updated 3 months ago
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆10Updated 2 months ago
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆36Updated last year
- ☆22Updated 3 years ago