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Bruno Sudret

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

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Aug 07, 2024
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A comprehensive framework for multi-fidelity surrogate modeling with noisy data: a gray-box perspective

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Jan 12, 2024
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Emulating the dynamics of complex systems using autoregressive models on manifolds (mNARX)

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Jun 28, 2023
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Sparse Polynomial Chaos Expansions: Solvers, Basis Adaptivity and Meta-selection

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Sep 10, 2020
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