  We propose Monte Carlo methods to estimate the partition function of the
two-dimensional Ising model in the presence of an external magnetic field. The
estimation is done in the dual of the Forney factor graph representing the
model. The proposed methods can efficiently compute an estimate of the
partition function in a wide range of model parameters. As an example, we
consider models that are in a strong external field.
