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Non-Gaussian beam tails producing low beam lifetimes and background to the experimental detectors can be a serious performance limitation in colliding beam facilities. We describe simulations and measurements of non-Gaussian beam tails performed on the e^{+}e^{-} collider LEP that revealed the importance of inelastic particle scattering as launching processes of particles to large amplitudes.