Efficient tensor network simulation of ibm's eagle kicked ising experiment

J Tindall, M Fishman, EM Stoudenmire, D Sels - Prx quantum, 2024 - APS
We report an accurate and efficient classical simulation of a kicked Ising quantum system on
the heavy hexagon lattice. A simulation of this system was recently performed on a 127-qubit …

Fast and converged classical simulations of evidence for the utility of quantum computing before fault tolerance

T Begušić, J Gray, GKL Chan - Science Advances, 2024 - science.org
A recent quantum simulation of observables of the kicked Ising model on 127 qubits
implemented circuits that exceed the capabilities of exact classical simulation. We show that …

[КНИГА][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 …

Tensor networks for interpretable and efficient quantum-inspired machine learning

SJ Ran, G Su - Intelligent Computing, 2023 - spj.science.org
It is a critical challenge to simultaneously achieve high interpretability and high efficiency
with the current schemes of deep machine learning (ML). The tensor network (TN), a well …

Gauging tensor networks with belief propagation

J Tindall, M Fishman - SciPost Physics, 2023 - scipost.org
Effectively compressing and optimizing tensor networks requires reliable methods for fixing
the latent degrees of freedom of the tensors, known as the gauge. Here we introduce a new …

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 …

Exponential thermal tensor network approach for quantum lattice models

BB Chen, L Chen, Z Chen, W Li, A Weichselbaum - Physical Review X, 2018 - APS
We speed up thermal simulations of quantum many-body systems in both one-(1D) and two-
dimensional (2D) models in an exponential way by iteratively projecting the thermal density …

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) …