We present the first study on linear and nonlinear accelerating beams in curved space. These shape-invariant wavepackets propagate along various trajectories arising from the interplay between the curvature of space and the interference effects.The complex dynamics of particles and of electromagnetic (EM) waves in curved space time is still inaccessible to laboratory experiments. Over the years, many physical systems have been suggested to demonstrate analogies to general relativity phenomena. Among these, optical systems have had a major success. For example, metamaterials enable creating artificial black holes, by engineering the (EM) properties of the material through which light is propagating [1]. Another intriguing suggestion was to use a moving dielectric medium that acts as an effective gravitational field on the light. This idea was demonstrated experimentally by employing ultrashort pulses in an optical fiber to create an artificial event horizon [2].However, it would certainly be intriguing to create curved space by engineering the geometry of the space itself. This concept was introduce into EM waves [3], where pioneering experiments were carried out with coherent light propagating in a film waveguide attached to the curved surface area of a three-dimensional body. Naturally, general wavepackets evolving in curved space would propagate along geodesics, which are the shortest optical path (analogous to straight lines in flat geometry). But, do wavepackets propagating in curved space have to follow special geodesic paths, or can they exhibit other kinds of propagation?Here, we show that wavepackets can exhibit shape-invariant evolution in curved space, propagating in trajectories reflecting interplay between the curvature of space and interference effects arising from initial conditions. We specifically present spatially-accelerating wavepackets that propagate on a general surface of revolution, but the concept is universal, applying to a general setting of curved space.Accelerating wavepackets were introduced into optics in 2007, demonstrating accelerating Airy beams [4]. This area has drawn extensive interest and initiated various new additional directions, such as accelerating ultrashort pulses and light bullets, [5] and accelerating beams in nonlinear media [6,7]. These ideas were followed by many applications ranging from manipulating micro-particles [8,9] to self-bending plasma channel.Here, we present the first study on linear and nonlinear accelerating beams in curved space. These beams, which are solutions to the paraxial equation in curved space, propagate on a general surface of revolution following a variety of trajectories with their intensity profile scaled in a self-similar fashion. These unique trajectories arise from the interplay between the curvature of space and the interference effect set by a proper initial condition. We show that these new solutions allow accelerating super-oscillations, whereby the local spatial frequency is considerably larger than the spatial frequencies carrie...