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The goal of this paper is to present recent progress on several aspects of an inverse medium problem. A recursive linearization method for solving the nonlinear inverse problem is introduced. Convergence of the method is studied. We address issues on regularity and stability for the scattering map which maps the scatterer to the scattered field. Preliminary computational results are also presented.