Tensor network algorithms: A route map

MC Bañuls - Annual Review of Condensed Matter Physics, 2023 - annualreviews.org
Tensor networks provide extremely powerful tools for the study of complex classical and
quantum many-body problems. Over the past two decades, the increment in the number of …

Tensor networks for complex quantum systems

R Orús - Nature Reviews Physics, 2019 - nature.com
Originally developed in the context of condensed-matter physics and based on
renormalization group ideas, tensor networks have been revived thanks to quantum …

[HTML][HTML] Time-evolution methods for matrix-product states

S Paeckel, T Köhler, A Swoboda, SR Manmana… - Annals of Physics, 2019 - Elsevier
Matrix-product states have become the de facto standard for the representation of one-
dimensional quantum many body states. During the last few years, numerous new methods …

Review on novel methods for lattice gauge theories

MC Banuls, K Cichy - Reports on Progress in Physics, 2020 - iopscience.iop.org
Formulating gauge theories on a lattice offers a genuinely non-perturbative way of studying
quantum field theories, and has led to impressive achievements. In particular, it significantly …

Tensor Network State Algorithms on AI Accelerators

A Menczer, O Legeza - Journal of Chemical Theory and …, 2024 - ACS Publications
We introduce novel algorithmic solutions for hybrid CPU-multiGPU tensor network state
algorithms utilizing non-Abelian symmetries building on AI-motivated state-of-the-art …

Evaluation of time-dependent correlators after a local quench in iPEPS: hole motion in the tJ model

C Hubig, A Bohrdt, M Knap, F Grusdt, JI Cirac - SciPost Physics, 2020 - scipost.org
Infinite projected entangled pair states (iPEPS) provide a convenient variational description
of infinite, translationally-invariant two-dimensional quantum states. However, the simulation …

Optimal sampling of dynamical large deviations via matrix product states

L Causer, MC Banuls, JP Garrahan - Physical Review E, 2021 - APS
The large deviation statistics of dynamical observables is encoded in the spectral properties
of deformed Markov generators. Recent works have shown that tensor network methods are …

Abelian chiral spin liquids on the square lattice

JY Chen, JW Li, P Nataf, S Capponi, M Mambrini… - Physical Review B, 2021 - APS
In the physics of the fractional quantum Hall (FQH) effect, a zoo of Abelian topological
phases can be obtained by varying the magnetic field. Aiming to reach the same …

Efficient and flexible approach to simulate low-dimensional quantum lattice models with large local Hilbert spaces

T Köhler, J Stolpp, S Paeckel - SciPost Physics, 2021 - scipost.org
Quantum lattice models with large local Hilbert spaces emerge across various fields in
quantum many-body physics. Problems such as the interplay between fermions and …

Time-dependent study of disordered models with infinite projected entangled pair states

C Hubig, JI Cirac - SciPost Physics, 2019 - scipost.org
Infinite projected entangled pair states (iPEPS), the tensor network ansatz for two-
dimensional systems in the thermodynamic limit, already provide excellent results on ground …