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Estimation of first-passage probability under stochastic wind excitations by active-learning-based heteroscedastic Gaussian process

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76 cited

2016Sequential approximate optimization for design under uncertainty problems utilizing Kriging metamodeling in augmented input space71 cited

1999Assessment of low probability events of dynamical systems by controlled Monte Carlo simulation65 cited

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2025Dimensionality reduction can be used as a surrogate model for high-dimensional forward uncertainty quantification13 cited