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.
@article{arxiv.cond-mat/0408668,
title = {How to guess the inter magnetic bubble potential by using a simple perceptron ?},
author = {S. Padovani},
journal= {arXiv preprint arXiv:cond-mat/0408668},
year = {2007}
}