lbasora / bayesrul
Bayesian Neural Networks to predict RUL on N-CMAPSS
☆18Updated last year
Alternatives and similar repositories for bayesrul:
Users that are interested in bayesrul are comparing it to the libraries listed below
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆10Updated last year
- Proposed ATS2S model for C-MAPSS dataset.☆15Updated 3 years ago
- Code for: A probabilistic estimation of remaining useful life from censored time-to-event data (2024)☆11Updated 2 months ago
- Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.☆38Updated 11 months ago
- TL-UESTC / Privacy-Preserving-Adaptive-Remaining-Useful-Life-Prediction-via-Source-Free-Domain-AdaptionThe implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆22Updated 2 months ago
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆36Updated 3 weeks ago
- Benmarking for GNN-based RUL prediction☆27Updated 7 months ago
- Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction☆24Updated 11 months ago
- ☆10Updated last year
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆13Updated 5 months ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆19Updated 2 years ago
- ☆34Updated 3 years ago
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆27Updated 2 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆23Updated 2 years ago
- Remaining Useful Life prediction with a Deep Self-Supervised Learning Approach☆20Updated last year
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆67Updated last year
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆21Updated 2 years ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆34Updated last year
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆31Updated last year
- Transfer Learning on RUL estimation☆13Updated 3 years ago
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆21Updated 3 years ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆29Updated 2 months ago
- Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset☆31Updated 2 years ago
- Companion repository for the paper "Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision"…☆26Updated 3 years ago
- Remaining useful life prediction by Transformer-based Model☆48Updated 2 years ago
- An awesome list of papers on remaining useful life (RUL) prediction from arXiv☆9Updated last month
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆54Updated 11 months ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆56Updated 2 years ago
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆36Updated last year
- This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆47Updated 3 years ago