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Focusing
I am a data scientist specialized in statistical modeling and uncertainty analysis for reliable system design.
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ABB Corporate Research Switzerland
- Switzerland
- https://shuaiguo.medium.com/
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Data-driven-High-dimensional-UQ-Analysis
Data-driven-High-dimensional-UQ-Analysis PublicProject source code and data for uncertainty quantification on combustion instability prediction using a machine-learning-enhanced strategy
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Forward_UQ
Forward_UQ PublicA step-by-step tutorial to perform forward uncertainty quantification analysis using Monte Carlo method
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Multi-Fidelity-ML
Multi-Fidelity-ML PublicProject source code and data for multi-fidelity machine learning strategy for flame model identification
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Explainable-UQ-Analysis
Explainable-UQ-Analysis PublicProject source code and data for explainable machine-learning-based dimensionality reduction for fast uncertainty quantification.
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General-Risk-Analysis-Framework
General-Risk-Analysis-Framework PublicProject source code and data for ML-enhanced risk analysis framework for combustion instability prediction
MATLAB 1
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Gaussian-Process-Package
Gaussian-Process-Package PublicA Gaussian Process package to train and exploit Gaussian Process models
Jupyter Notebook 7
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