Improved summations of $n$-point correlation functions of projected entangled-pair states
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 -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 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.
Keywords
Cite
@article{arxiv.2306.13327,
title = {Improved summations of $n$-point correlation functions of projected entangled-pair states},
author = {Boris Ponsioen and Juraj Hasik and Philippe Corboz},
journal= {arXiv preprint arXiv:2306.13327},
year = {2023}
}
Comments
12 pages, 5 figures