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Improved summations of $n$-point correlation functions of projected entangled-pair states

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arxiv 2306.13327 v1 pith:54Q7K5MH submitted 2023-06-23 cond-mat.str-el

classification cond-mat.str-el
keywords pepsstatesfunctionsansatzcorrelationentangled-pairgroundimproved
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abstract

Numerical treatment of two dimensional strongly-correlated systems is both extremely challenging and of fundamental importance. Infinite projected entangled-pair states (PEPS), a class of tensor networks, have demonstrated cutting-edge performance for ground state calculations, working directly in the thermodynamic limit. Furthermore, in recent years the application of PEPS has been extended to also low-lying excited states, using an ansatz that targets quasiparticle states above the ground state with high accuracy. A major technical challenge for those simulations is the accurate evaluation of summations of two- and three-point correlation functions with reasonable computational cost. In this work, we show how a reformulation of $n$-point functions in the context of PEPS leads to extra contributions to the results that prove to play an important role. Benchmarks for the frustrated $J_1-J_2$ Heisenberg model illustrate the improved precision, efficiency and stability of the simulations compared to previous approaches. Leveraging automatic differentiation to generate the most tedious and error-prone parts of the computation, the straightforward implementation presented here is a step towards broader adoption of the PEPS excitation ansatz in future applications.

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  1. Variationally optimizing infinite projected entangled-pair states at large bond dimensions: A split corner transfer matrix renormalization group approach

    cond-mat.str-el 2025-02 conditional novelty 6.0 of 10

    Split-CTMRG, which keeps the bra and ket layers of an infinite PEPS network separate and renormalizes them independently, reduces contraction cost and enables variational optimization at bond dimension 10 with retaine...

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