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20142024
most citedUncertainty propagation of p-boxes using sparse polynomial chaos expansions

70 citations · 87 across the 5 of their papers we have counts for

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stat.ML2024

Maximum a Posteriori Estimation for Linear Structural Dynamics Models Using Bayesian Optimization with Rational Polynomial Chaos Expansions

Felix Schneider, Iason Papaioannou, Bruno Sudret +1

Bayesian analysis enables combining prior knowledge with measurement data to learn model parameters. Commonly, one resorts to computing the maximum a posteriori (MAP) estimate, whe…