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1. Data-driven-High-dimensional-UQ-Analysis Data-driven-High-dimensional-UQ-Analysis Public

   Project source code and data for uncertainty quantification on combustion instability prediction using a machine-learning-enhanced strategy

   MATLAB 9 1

2. Forward_UQ Forward_UQ Public

   A step-by-step tutorial to perform forward uncertainty quantification analysis using Monte Carlo method

   Jupyter Notebook 8 2

3. Multi-Fidelity-ML Multi-Fidelity-ML Public

   Project source code and data for multi-fidelity machine learning strategy for flame model identification

   MATLAB 7 1

4. Explainable-UQ-Analysis Explainable-UQ-Analysis Public

   Project source code and data for explainable machine-learning-based dimensionality reduction for fast uncertainty quantification.

   MATLAB 1 1

5. General-Risk-Analysis-Framework General-Risk-Analysis-Framework Public

   Project source code and data for ML-enhanced risk analysis framework for combustion instability prediction

   MATLAB 1

6. Gaussian-Process-Package Gaussian-Process-Package Public

   A Gaussian Process package to train and exploit Gaussian Process models

   Jupyter Notebook 7