Using the Ising Model and a Monte-Carlo Markov Chain Approach to Illustrate Magnetic Phase Transition

To show how ferromagnetic square lattice converts to paramagnetic square lattice with increase in magnetic disorder,and to find the ground state in random field ising model using min-cut maxx-flow theorem (push-relabel) and H.k clustering method