Browsing School of Engineering by Author "Nguyen, Luong-Ha"
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Bayesian Neural Networks for Probabilistic Surrogate Models ヨ Uncertainty Quantification, Propagation, and Sensitivity Analysis
ICASP14; Nguyen, Luong-Ha; Goulet, James-A. (2023)Neural networks are powerful function approximators which scale to problems having large input dimensionality. Bayesian neural networks are an interesting choice for surrogate models as they (1) natively enable performing ...