2026-07-072026-07-07http://salesiana.dossiersoluciones.com/handle/123456789/24744It 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-printDisordered Systems and Neural Networkstext