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The complete classification of complex Hadamard matrices (CHMs) is a long-standing open problem. In this paper we investigate a series of CHMs, such as the CHMs containing a submatrix with rank one, the CHMs containing exactly three distinct elements and all elements of the first row being one, the -reducible matrices containing exactly three distinct matrix elements, and the CHMs containing a Hadamard submatrix. We characterize all forms of these CHMs. Our results are the latest progress on the complete classification of CHMs.

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