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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 …
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 …
renormalization group ideas, tensor networks have been revived thanks to quantum …
[HTML][HTML] Time-evolution methods for matrix-product states
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 …
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 …
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 …
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
Infinite projected entangled pair states (iPEPS) provide a convenient variational description
of infinite, translationally-invariant two-dimensional quantum states. However, the simulation …
of infinite, translationally-invariant two-dimensional quantum states. However, the simulation …
Optimal sampling of dynamical large deviations via matrix product states
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 …
of deformed Markov generators. Recent works have shown that tensor network methods are …
Abelian chiral spin liquids on the square lattice
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 …
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
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 …
quantum many-body physics. Problems such as the interplay between fermions and …
Time-dependent study of disordered models with infinite projected entangled pair states
Infinite projected entangled pair states (iPEPS), the tensor network ansatz for two-
dimensional systems in the thermodynamic limit, already provide excellent results on ground …
dimensional systems in the thermodynamic limit, already provide excellent results on ground …