We study positive solutions of the following semilinear equation where is a compact smooth -dimensional Riemannian manifold without boundary or the Euclidean space , is a small positive parameter, and is a uniformly positive smooth potential. Given , and . Assuming that is a -dimensional smooth, embedded compact submanifold of , which is stationary and non-degenerate with respect to the functional $\int_K V^{\frac{p+1}{p-1}-\frac{n-k}{2}}dvol\varepsilon=\varepsilon_j\to 0u_\varepsilon$ that concentrate along . This result proves in particular the validity of a conjecture by Ambrosetti-Malchiodi-Ni, extending a recent result by Wang-Wei-Yang, where the one co-dimensional case has been considered. Furthermore, our approach explores a connection between solutions of the nonlinear Schr"{o}dinger equation and -minimal submanifolds in manifolds with density.

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