Huiyou Tan

Analytical Extraction of Conditional Aleatory Sensitivities Across Epistemic Space via a Single PCE Model

In hybrid uncertainty quantification, evaluating how aleatory sensitivities vary under epistemic uncertainty, referred to as conditional Sobol'indices, is typically hindered by the computationally expensive double-loop procedure. Classical Polynomial Chaos Expansion (PCE) provides efficient access to global sensitivity...