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We study the cone of positive J-Hermitian matrices associated with an indefinite signature matrix J = . We show that the J-exponential map is bijective and use it to analyze the algebraic and geometric structure of . Through a canonical identification with the cone of positive definite matrices, we endow with a natural Riemannian structure. In this setting, we define a J-geometric mean as the midpoint of geodesics and prove that it is uniquely characterized as the solution of a Riccati-type equation.

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