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04/24/2023
Estimating Failure Probability with Neural Operator Hybrid Approach
Evaluating failure probability for complex engineering systems is a comp...
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03/01/2023
Dimension-reduced KRnet maps for high-dimensional Bayesian inverse problems
We present a dimension-reduced KRnet map approach (DR-KRnet) for high-di...
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02/23/2023
Streaming probabilistic tensor train decomposition
The Bayesian streaming tensor decomposition method is a novel method to ...
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10/21/2020