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arXiv 2004-08-30 2 views

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

Padovani, S.

Original · EN

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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