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We design exponentially convergent observers for a class of parabolic partial integro-differential equations (P(I)DEs) with only boundary sensing available. The problem is posed as a problem of designing invertible coordinate transformation of the observer error system into exponentially stable target system. Observer gain (output injection function) is shown to satisfy a well-posed hyperbolic PDE...