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Perturbative quantum field theory computations rely on Feynman integrals, which are nowadays often evaluated using differential equations. A common technique for solving these differential equations is transforming them into a canonical form. For many years, techniques to find canonical bases for polylogarithms have been established. In my talk, I will explain how to generalize these canonical bases beyond the polylogarithmic case, with a particular focus on examples including Calabi-Yau manifolds. To illustrate our method for deriving canonical bases, I will discuss two very different examples: Self-energies in quantum electrodynamics and the scattering of two black holes in classical general relativity.