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Standard fractional models on manifolds often conflate geometric anisotropy with medium heterogeneity. In this Letter, we overcome this rigidity by deriving the fundamental solution for a weighted space-time fractional ultrahyperbolic operator, denoted by . Using a novel spectral approach based on the Weighted Fourier Transform, we explicitly . A crucial finding is the emergence of a driven purely by the inhomogeneity of the medium. The Green’s function is obtained in closed form via the Fox H-function, providing a unified and computable framework for anomalous transport in complex, structurally deformed media.

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