Neural networks for computing and denoising the continuous nonlinear Fourier spectrum in focusing no...
Neural networks for computing and denoising the continuous nonlinear Fourier spectrum in focusing nonlinear Schrödinger equation
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Publisher
London: Nature Publishing Group UK
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Language
English
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London: Nature Publishing Group UK
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We combine the nonlinear Fourier transform (NFT) signal processing with machine learning methods for solving the direct spectral problem associated with the nonlinear Schrödinger equation. The latter is one of the core nonlinear science models emerging in a range of applications. Our focus is on the unexplored problem of computing the continuous no...
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Full title
Neural networks for computing and denoising the continuous nonlinear Fourier spectrum in focusing nonlinear Schrödinger equation
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TN_cdi_doaj_primary_oai_doaj_org_article_90fe5d2116484d4981a9d40767e509f4
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_90fe5d2116484d4981a9d40767e509f4
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-021-02252-9
