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[CARTE][B] Tensor network contractions: methods and applications to quantum many-body systems
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 …
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 …
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 …
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
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 …
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 …
antiferromagnet remains controversial due to the exotic physical properties and high …
Fermionic projected entangled pair states at finite temperature
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 …
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) …
algorithms for a tensor network known as the infinite projected entangled pair state (iPEPS) …
Variational approach to projected entangled pair states at finite temperature
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 …
correlated system. We introduce a variational algorithm to optimize this tensor network …
Entanglement-based feature extraction by tensor network machine learning
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 …
machine learning. In this work, we implement numerical experiments to classify …
Simulation of three-dimensional quantum systems with projected entangled-pair states
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 …
dimensional quantum many-body systems. However, their application to three-dimensional …