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Landweber iteration is an iterative method used to solve certain types of inverse problems, particularly those that can be framed as ill-posed problems. It is commonly applied in the context of linear inverse problems where one seeks to recover an unknown vector \( x \) from a given measurement \( b \) that is related to \( x \) through a linear operator \( A \): \[ Ax = b.