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We propose a method to compute the entanglement entropy (EE) using the tensor renormalization group (TRG) method. The reduced density matrix of a -dimensional quantum system is represented as a -dimensional tensor network. We develop an explicit algorithm for that enables the calculation of EE for single-interval subsystems of arbitrary size. We test our method in two-dimensional tensor network of the Ising model. The central charge is obtained as for , which agrees with the theoretical prediction within an error, demonstrating the accuracy and reliability of our proposed method.

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