Bayesian Neural Networks to predict RUL on N-CMAPSS
☆27Oct 17, 2023Updated 2 years ago
Alternatives and similar repositories for bayesrul
Users that are interested in bayesrul are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆28Nov 25, 2024Updated last year
- ☆12Mar 19, 2018Updated 8 years ago
- Code repository for review paper titled "Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A …☆38Jul 20, 2023Updated 2 years ago
- Conformal Prediction Intervals for Remaining Useful Lifetime Estimation (IJPHM 2023)☆20Jul 26, 2023Updated 2 years ago
- Proposed ATS2S model for C-MAPSS dataset.☆16Jan 13, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- MSTDA☆11Oct 16, 2024Updated last year
- Remaining Useful Life Prediction of lithium-ion Battery☆25Feb 27, 2026Updated last month
- ☆34Apr 14, 2022Updated 3 years ago
- ☆106Jan 26, 2024Updated 2 years ago
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆30Mar 23, 2023Updated 3 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆87Jun 19, 2023Updated 2 years ago
- Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.☆49May 17, 2024Updated last year
- This code is for paper "KDnet-RUL: A knowledge distillation framework to compress deep neural networks for machine remaining learning use…☆18Mar 24, 2023Updated 3 years ago
- The implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆28Mar 4, 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.
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆38Dec 2, 2025Updated 3 months ago
- ☆13Aug 2, 2021Updated 4 years ago
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆22Jul 3, 2025Updated 8 months ago
- Benmarking for GNN-based RUL prediction☆50Oct 2, 2024Updated last year
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆13May 12, 2023Updated 2 years ago
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆48Apr 14, 2025Updated 11 months ago
- Code for the paper "Breaking the black box barrier: predicting remaining useful life under uncertainty from raw images with interpretable…☆13Feb 26, 2025Updated last year
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆62May 23, 2024Updated last year
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆37Oct 9, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Evolutionary Neural Architecture Search on Transformers for RUL Prediction☆50Apr 18, 2023Updated 2 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆202Apr 6, 2024Updated last year
- Novel algorithms to predict Remaining Useful Life (RUL) on NASA’s benchmark dataset, CMAPSS turbofan engine degradation simulation.☆11Nov 8, 2023Updated 2 years ago
- Bayesian Deep Learning for Remaining Useful Life Estimation of Machine Tool Components☆15Apr 26, 2022Updated 3 years ago
- Official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)☆54Mar 13, 2024Updated 2 years ago
- Stress detection using Convolutional Neural Network and Gramian Angular Field images☆14Oct 11, 2022Updated 3 years ago
- Landing repository for the paper "Predicting the Order of Upcoming Tokens Improves Language Modeling"☆44Sep 12, 2025Updated 6 months ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆63Feb 18, 2023Updated 3 years ago
- Improving protein-protein interactions prediction accuracy using XGBoost feature selection and stacked ensemble classifier☆12Jun 18, 2020Updated 5 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆22Sep 26, 2022Updated 3 years ago
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆22Jun 15, 2021Updated 4 years ago
- The code of DAST☆63Nov 3, 2022Updated 3 years ago
- We have developed an innovative deep learning model, PSECNet, for the prediction of bearing Remaining Useful Life (RUL) on the IEEE 2012 …☆30Jul 7, 2024Updated last year
- A collection of datasets for RUL estimation as Lightning Data Modules.☆53May 23, 2024Updated last year
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆23May 9, 2022Updated 3 years ago
- This is a reposotory that includes paper about LLM-based fault diagnosis and prognosis. (基于大模型的故障诊断和预测，持续更新)☆178Mar 17, 2026Updated last week