Disentangling Interacting Systems with Fermionic Gaussian Circuits: Application to the Single Impurity Anderson Model

• URL: http://arxiv.org/abs/2212.09798v1
• Date: Mon, 19 Dec 2022 19:11:16 GMT
• Title: Disentangling Interacting Systems with Fermionic Gaussian Circuits: Application to the Single Impurity Anderson Model
• Authors: Ang-Kun Wu, Matthew T. Fishman, J. H. Pixley, E. M. Stoudenmire
• Abstract summary: We introduce a change of basis with unitary gates obtained via compressing fermionic Gaussian states into quantum circuits corresponding to various tensor networks. These circuits can reduce the ground state entanglement entropy and improve the performance of algorithms such as the density matrix renormalization group.
• Score: 0.0
• License: http://creativecommons.org/licenses/by/4.0/
• Abstract: Tensor network representations of quantum many-body states provide powerful tools for strongly correlated systems, tailored to capture local correlations such as ground states exhibiting entanglement area laws. When applying tensor network states to interacting fermionic systems, a proper choice of basis or orbitals can greatly reduce the bond dimension of tensors and speed up calculations. We introduce such a change of basis with unitary gates obtained via compressing fermionic Gaussian states into quantum circuits corresponding to various tensor networks. These circuits can reduce the ground state entanglement entropy and improve the performance of algorithms such as the density matrix renormalization group. We study the 1D single impurity Anderson model to show the power of the method in improving computational efficiency and interpreting impurity physics. Furthermore, fermionic Gaussian circuits also show potential for suppressing entanglement during the time evolution of a low-lying excited state that is used to compute the impurity Green's function. Lastly, we consider Gaussian multi-scale entanglement renormalization ansatz (GMERA) circuits which compress fermionic Gaussian states hierarchically. The emergent coarse-grained physical models from these GMERA circuits are studied in terms of their entanglement properties and suitability for performing time evolution.

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