In replicated systems, N copies of the same system, = {x 1 , x 2 , . . . , x N }, are simulated simultaneously. Each copy is referred to as a 'replica.' In the simplest case, when the replicas are uncoupled, they can be simulated independently as their joint distribution factorizes as the product of the different marginal distributions over each replica,