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Sequential sampling strategy for extreme event statistics in nonlinear dynamical systems
We develop a method for the evaluation of extreme event statistics associated with nonlinear dynamical systems from a small number of samples. From an initial dataset of design points, we formulate a sequential strategy that provides the “next-best” data point (set of parameters) that when evaluated...
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| 發表在: | Proc Natl Acad Sci U S A |
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| Main Authors: | , |
| 格式: | Artigo |
| 語言: | Inglês |
| 出版: |
National Academy of Sciences
2018
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| 主題: | |
| 在線閱讀: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6217378/ https://ncbi.nlm.nih.gov/pubmed/30327341 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1813263115 |
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