VNemani14 / UQ_ML_TutorialLinks
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
Sorting:
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆11Updated last year
- ☆25Updated last year
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆12Updated 3 years ago
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent☆24Updated last year
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆19Updated 2 years ago
- Companion repository for the paper "Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision"…☆26Updated 3 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆30Updated 2 years ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆18Updated last year
- A deep transfer regression method based on seed replacement considering balanced domain adaptation☆16Updated 2 years ago
- ☆22Updated 2 years ago
- Official codes for "Addressing Information Asymmetry: Deep Temporal Causality Discovery for Mixed Time Series" (TPAMI 2025)☆11Updated 3 months ago
- The source code for "Deep transfer learning for conditional shift in regression"☆19Updated 4 years ago
- Transfer Learning on RUL estimation