Optimized sparse polynomial chaos expansion with entropy regularization
Abstract Sparse Polynomial Chaos Expansion (PCE) is widely used in various engineering fields to quantitatively analyse the influence of uncertainty, while alleviating the problem of dimensionality curse. However, current sparse PCE techniques focus on choosing features with the largest coefficients...
Αποθηκεύτηκε σε:
| Κύριοι συγγραφείς: | , , , |
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| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
SpringerOpen
2022-01-01
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| Σειρά: | Advances in Aerodynamics |
| Θέματα: | |
| Διαθέσιμο Online: | https://doi.org/10.1186/s42774-021-00095-6 |
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