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

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

2004-08-30

arxiv.org/abs/cond-mat/0408668v1

Physics

Condensed Matter

Disordered Systems and Neural Networks

7 pages, 6 figures, pre-print

Scientific paper

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.

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