Abstract
In this letter we study the thermodynamic stability problem for a generic geometrical structure by considering the harmonic vibrational dynamics of a network of masses and springs. We relate the stability properties of the network to the recurrence properties of random walks or, equivalently, to the vibrational spectral dimension . This is an extension of the Peierls theorem for the thermodynamic instability of low-dimensional crystalline structures, proving that stability is possible if and only if > 2. We predict the existence of an instability critical length on structurally disordered materials. Our results are discussed on the specific case of a Sierpinki-gasket fractal, which is exactly solvable.