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Reconstruction of normal forms by learning informed observation geometries from data

The discovery of physical laws consistent with empirical observations is at the heart of (applied) science and engineering. These laws typically take the form of nonlinear differential equations depending on parameters; dynamical systems theory provides, through the appropriate normal forms, an “int...

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Pubblicato in:Proc Natl Acad Sci U S A
Autori principali: Yair, Or, Talmon, Ronen, Coifman, Ronald R., Kevrekidis, Ioannis G.
Natura: Artigo
Lingua:Inglês
Pubblicazione: National Academy of Sciences 2017
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5617245/
https://ncbi.nlm.nih.gov/pubmed/28831006
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1620045114
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