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Modeling spatio-temporal field evolutionBorštnik, Anamarija ; Grabec, Igor ; Govekar, EdvardPrediction 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.Source: The European physical journal. B, Condensed matter physics. - ISSN 1434-6028 (Issue 4, Vol. 69, 2009, str. 529-538)Type of material - article, component partPublish date - 2009Language - englishCOBISS.SI-ID - 10980891
source: The European physical journal. B, Condensed matter physics. - ISSN 1434-6028 (Issue 4, Vol. 69, 2009, str. 529-538)
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| Database name | Field | Year |
|---|
| Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
|---|---|
| Borštnik, Anamarija | 15839 |
| Grabec, Igor | 00800 |
| Govekar, Edvard | 08782 |
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