In an effort to extend classical Fourier theory, Hedenmalm and Montes-Rodríguez (2011) found that the function system is weak-star complete in when range over the integers with . It turns out that the system can be used to provide unique representation of functions and more generally distributions on the real line . For instance, we may represent uniquely the unit point mass at a point : with at most polynomial growth of the coefficients, so that the sum converges in the sense of distribution theory. In a natural sense, the system is biorthogonal to the initial system on the real line. More generally, for a distribution on the compactified real line, we may decompose it in a \emph{hyperbolic Fourier series} understood to converge in the sense of distribution theory. Such hyperbolic Fourier series arise from two different considerations. One is the Fourier interpolation problem of recovering a radial function on from partial information on and its Fourier transform , studied by Radchenko and Viazovska (2019). Another consideration is the interpolation theory of the Klein-Gordon equation . For instance, the biorthogonal system leads to a collection of solutions that vanish along the lattice-cross of points and save for one of these points. These interpolating solutions allow for restoration of a given solution from its values on the lattice-cross.

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