This article addresses the planar Coleman–Gurtin heat equation with memory on a bounded domain, with rough anisotropic diffusion , typical of heterogeneous or composite media and encoded by a Beltrami coefficient satisfying . First, under no additional smoothness assumptions on , solutions with -based initial data enter a time-averaged regime, and instantaneously regularize into the second-order graph space . Assuming in addition , this regularization upgrades to for every , and we construct regular global and exponential attractors of finite fractal dimension, for both the and -based dynamics. The proof combines the instantaneous smoothing method of Chekroun, Di Plinio, Glatt-Holtz and Pata with maximal parabolic regularity for divergence-form operators with measurable coefficients, and with planar quasiconformal Beltrami estimates recently obtained in work by Green, Wick and the author.

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