[CARTE][B] Tensor network contractions: methods and applications to quantum many-body systems

SJ Ran, E Tirrito, C Peng, X Chen, L Tagliacozzo, G Su… - 2020 - library.oapen.org
Tensor network is a fundamental mathematical tool with a huge range of applications in
physics, such as condensed matter physics, statistic physics, high energy physics, and …

The Tensor Networks Anthology: Simulation techniques for many-body quantum lattice systems

P Silvi, F Tschirsich, M Gerster, J Jünemann… - SciPost Physics Lecture …, 2019 - scipost.org
We present a compendium of numerical simulation techniques, based on tensor network
methods, aiming to address problems of many-body quantum mechanics on a classical …

Quantum many-body systems in thermal equilibrium

ÁM Alhambra - PRX Quantum, 2023 - APS
The thermal or equilibrium ensemble is one of the most ubiquitous states of matter. For
models comprised of many locally interacting quantum particles, it describes a wide range of …

Time evolution of an infinite projected entangled pair state: An efficient algorithm

P Czarnik, J Dziarmaga, P Corboz - Physical Review B, 2019 - APS
An infinite projected entangled pair state (iPEPS) is a tensor network ansatz to represent a
quantum state on an infinite 2D lattice whose accuracy is controlled by the bond dimension …

Nature of the 1/9-magnetization plateau in the spin- kagome Heisenberg antiferromagnet

D Fang, N **, SJ Ran, G Su - Physical Review B, 2023 - APS
The nature of the 1/9-magnetization plateau of the spin-1 2 kagome Heisenberg
antiferromagnet remains controversial due to the exotic physical properties and high …

Fermionic projected entangled pair states at finite temperature

P Czarnik, J Dziarmaga - Physical Review B, 2014 - APS
An algorithm for imaginary time evolution of a fermionic projected entangled pair state with
ancillas from infinite temperature down to a finite temperature state is presented. As a …

Time evolution of an infinite projected entangled pair state: Neighborhood tensor update

J Dziarmaga - Physical Review B, 2021 - APS
The simple update (SU) and full update (FU) are the two paradigmatic time evolution
algorithms for a tensor network known as the infinite projected entangled pair state (iPEPS) …

Variational approach to projected entangled pair states at finite temperature

P Czarnik, J Dziarmaga - Physical Review B, 2015 - APS
The projected entangled pair state (PEPS) ansatz can represent a thermal state in a strongly
correlated system. We introduce a variational algorithm to optimize this tensor network …

Entanglement-based feature extraction by tensor network machine learning

Y Liu, WJ Li, X Zhang, M Lewenstein, G Su… - Frontiers in Applied …, 2021 - frontiersin.org
It is a hot topic how entanglement, a quantity from quantum information theory, can assist
machine learning. In this work, we implement numerical experiments to classify …

Simulation of three-dimensional quantum systems with projected entangled-pair states

PCG Vlaar, P Corboz - Physical Review B, 2021 - APS
Tensor network algorithms have proven to be very powerful tools for studying one-and two-
dimensional quantum many-body systems. However, their application to three-dimensional …