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  • Modeling spatio-temporal field evolution
    Borštnik, Anamarija ; Grabec, Igor ; Govekar, Edvard
    Prediction of spatio-temporal field evolution is based on the extraction of a physical law from joint experimental data. This extraction is usually described by a set of differential equations. If ... the only source of information is a field record, a method of field generators based on nonparametric modeling by conditional average can successfully replace differential equations. In this article we apply the method of field generators to a two-dimensional chaotic field record that describes the asynchronous motion of high-amplitude striations. We show how to choose the model structure in order to optimize the quality of the prediction process.
    Type of material - article, component part
    Publish date - 2009
    Language - english
    COBISS.SI-ID - 10980891

    Link(s):

    http://dx.doi.org/10.1140/epjb/e2009-00202-8

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    DOI