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We present a phase diagram of Bose-Hubbard model with on-site chemical potential disorder at two dimensions within the scope of mean-field theory. The phase diagram in the disorder strength () and the on-site repulsion () for disordered BHM at fixed filling , show interesting re-entrance of superfluid phase, sandwiched between Bose-glass phases, as observed by the previous QMC results. We probe the Bose-glass to superfluid transition, as a percolation transition, based on the mean-field results at various parts of the phase diagram using both and as the tuning parameter. We argue the robustness of the re-entrant superfluid.

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