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Neural Network Approach to Study of Langmuir Layers at the Water Surface | | A.V.Filimonov
; L.A.Valkova
; G.A.Ososkov
; | | Date: |
9 Dec 2003 | | Subject: | Chemical Physics | physics.chem-ph | | Abstract: | The structure of the layers of a phthalocyanines is studied through a measurement of surface pressure-area isotherms at various initial surface concentrations of the spreaded compound. Layer characteristics are determined from experimental data by replotting the isotherms in accordance with M. Volmer s equation. Neural networks taught on approximations of the isoterms. The method is compared with the traditional least square one. Another task for NN is a forecast of main characteristics of the layers. | | Source: | arXiv, physics/0401038 | | Services: | Forum | Review | PDF | Favorites | |
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