How to guess the inter magnetic bubble potential by using a simple perceptron ?

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It is shown that magnetic bubble films behaviour can be described by using a 2D super-Ising hamiltonian. Calculated hysteresis curves and magnetic domain patterns are successfully compared with experimental results taken in literature. The reciprocal problem of finding paramaters of the super-Ising model to reproduce computed or experimental magnetic domain pictures is solved by using a perceptron neural network.
7 pages, 6 figures, pre-print

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Disordered Systems and Neural Networks

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http://salesiana.dossiersoluciones.com/handle/123456789/24744

Consulte el texto completo en el siguiente enlace:

https://arxiv.org/abs/cond-mat/0408668
 http://arxiv.org/abs/cond-mat/0408668

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arXiv