Neural Network Approach to Study of Langmuir Layers at the Water Surface

Details Neural Network Approach to Study of Langmuir Layers at the Water Surface Neural Network Approach to Study of Langmuir Layers at the Water Surface

2004-01-09

arxiv.org/abs/physics/0401038v2

Physics

Chemical Physics

Scientific paper

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.

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