Multi-task Learning-boosted Prognostics of Aero-engines under the Working-condition Shift Scenarios
☆10Apr 9, 2024Updated 2 years ago
Alternatives and similar repositories for MTLTrans
Users that are interested in MTLTrans 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 is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆56Jan 13, 2022Updated 4 years ago
- Denoising method for C-MAPSS based on a denoising GAN. Includes other six denoising methods such as DAE, SG filter, etc.☆11Nov 2, 2022Updated 3 years ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆39Oct 9, 2023Updated 3 years ago
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Oct 10, 2023Updated 3 years ago
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆15May 12, 2023Updated 3 years ago
- AI Agents on 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.
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆44Dec 2, 2025Updated 11 months ago
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆23May 9, 2022Updated 4 years ago
- Evolutionary Neural Architecture Search for Remaining Useful Life Prediction☆28Apr 13, 2023Updated 3 years ago
- Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction☆28May 19, 2024Updated 2 years ago
- The implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆31Mar 4, 2025Updated last year
- ☆13Jan 13, 2022Updated 4 years ago
- Prediction of Remaining Useful Life under both centralised and federated learning environments, using the FD001 - FD004 Turbofan Engine D…☆12Aug 31, 2022Updated 4 years ago
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆123Apr 11, 2023Updated 3 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆14Jan 7, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A Framework for Remaining Useful Life Prediction Based on Self-Attention and Physics-Informed Neural Networks☆161Jan 28, 2024Updated 2 years ago
- Using LSTM to predict Remaining Useful Life of CMAPSS Dataset☆93Nov 11, 2018Updated 7 years ago
- [JAS-26] Deep Domain Adaptation for Turbofan Engine Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends☆14Jan 19, 2026Updated 9 months ago
- Bayesian Multitask Multiple Kernel Learning☆18Mar 17, 2018Updated 8 years ago
- Multi-Objective Optimization of ELM for RUL Prediction☆15Jun 1, 2022Updated 4 years ago
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆50Apr 14, 2025Updated last year
- AI绘图教程☆11Mar 3, 2024Updated 2 years ago
- ☆13Jun 13, 2025Updated last year
- Recurrent Plot on Multivariate Time Series Windows for Transfer Learning–based RUL estimation☆15Mar 28, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Multi-Scale Temporal-Spatial Feature-based Hybrid Deep Neural Network (MSTSDN) for Predicting RUL of Aero-engine.☆12Nov 28, 2024Updated last year
- ☆109Sep 12, 2026Updated last month
- Utilizing big data and machine learning techniques to improve orbit propagation of Earth-orbiting objects from publically available TLE d…☆14Jun 1, 2021Updated 5 years ago
- Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset☆45Apr 15, 2023Updated 3 years ago
- Remaining Useful Life prediction with a Deep Self-Supervised Learning Approach☆24Mar 14, 2026Updated 7 months ago
- This reposotory release a gearbox failure dataset, which can support intelliegnt fault diagnosis research(实验室自采齿轮箱开源数据集,包含稳定转速和时变转速)☆40Mar 22, 2026Updated 7 months ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆52Jan 12, 2023Updated 3 years ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- This repository contains parts of code for the publication "Ensembles of Probabilistic LSTM Predictors and Correctors for Bearing Prognos…☆13Jul 19, 2022Updated 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.
- Python script that can plot a given satellite's TLE and train a linear regression model to predict future satellite's state vector.☆16May 28, 2018Updated 8 years ago
- An Explainable Neural Network for Fault Diagnosis With a Frequency Activation Map☆15Dec 30, 2021Updated 4 years ago
- Code for the paper “Bearing Remaining Useful Life Prediction Method Based on Cross-Dimensional Dual-Temporal Attention Fusion (CBFAN)”, i…☆20Nov 30, 2025Updated 11 months ago
- ☆76Jan 17, 2021Updated 5 years ago
- This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.☆221Jan 5, 2025Updated last year
- Prediction of Remaining Useful Life (RUL) of NASA Turbofan Jet Engine using libraries such as Numpy, Matplotlib and Pandas. Prediction is…☆10Apr 18, 2021Updated 5 years ago
- Conformal Prediction Intervals for Remaining Useful Lifetime Estimation (IJPHM 2023)☆21Jul 26, 2023Updated 3 years ago