Global Tensor Network Renormalization for 2D Quantum systems: A new window to probe universal data from thermal transitions

Fuente: arXiv
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Main Authors: Ueda, Atsushi, De Meyer, Sander, Naravane, Adwait, Vanthilt, Victor, Verstraete, Frank
Format: Preprint
Published: 2025
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author Ueda, Atsushi
De Meyer, Sander
Naravane, Adwait
Vanthilt, Victor
Verstraete, Frank
author_facet Ueda, Atsushi
De Meyer, Sander
Naravane, Adwait
Vanthilt, Victor
Verstraete, Frank
contents We propose a new tensor network renormalization group (TNR) scheme based on global optimization and introduce a new method for constructing the finite-temperature density matrix of two-dimensional quantum systems. Combining these two into a new algorithm called thermal tensor network renormalization (TTNR), we obtain highly accurate conformal field theory (CFT) data at thermal transition points. This provides a new and efficient route for numerically identifying phase transitions, offering an alternative to the conventional analysis via critical exponents.
format Preprint
id arxiv_https___arxiv_org_abs_2508_05406
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Global Tensor Network Renormalization for 2D Quantum systems: A new window to probe universal data from thermal transitions
Ueda, Atsushi
De Meyer, Sander
Naravane, Adwait
Vanthilt, Victor
Verstraete, Frank
Strongly Correlated Electrons
Statistical Mechanics
We propose a new tensor network renormalization group (TNR) scheme based on global optimization and introduce a new method for constructing the finite-temperature density matrix of two-dimensional quantum systems. Combining these two into a new algorithm called thermal tensor network renormalization (TTNR), we obtain highly accurate conformal field theory (CFT) data at thermal transition points. This provides a new and efficient route for numerically identifying phase transitions, offering an alternative to the conventional analysis via critical exponents.
title Global Tensor Network Renormalization for 2D Quantum systems: A new window to probe universal data from thermal transitions
topic Strongly Correlated Electrons
Statistical Mechanics
url https://arxiv.org/abs/2508.05406