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03/04/2020
Probabilistic Performance-Pattern Decomposition (PPPD): analysis framework and applications to stochastic mechanical systems
Since the early 1900s, numerous research efforts have been devoted to de...
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10/02/2019
Neural Network Applications in Earthquake Prediction (1994-2019): Meta-Analytic Insight on their Limitations
In the last few years, deep learning has solved seemingly intractable pr...
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08/27/2019
A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis
This paper proposes an active learning-based Gaussian process (AL-GP) me...
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11/24/2017