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Manifold learning for parameter reduction
Large scale dynamical systems (e.g. many nonlinear coupled differential equations) can often be summarized in terms of only a few state variables (a few equations), a trait that reduces complexity and facilitates exploration of behavioral aspects of otherwise intractable models. High model dimension...
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| Vydáno v: | J Comput Phys |
|---|---|
| Hlavní autoři: | , , , , , |
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
2019
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| Témata: | |
| On-line přístup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6528681/ https://ncbi.nlm.nih.gov/pubmed/31130740 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jcp.2019.04.015 |
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