Entanglement certification from theory to experiment

N Friis, G Vitagliano, M Malik, M Huber - Nature Reviews Physics, 2019 - nature.com
Entanglement is an important resource for quantum technologies. There are many ways
quantum systems can be entangled, ranging from the two-qubit case to entanglement in …

Machine learning by unitary tensor network of hierarchical tree structure

D Liu, SJ Ran, P Wittek, C Peng, RB García… - New Journal of …, 2019 - iopscience.iop.org
The resemblance between the methods used in quantum-many body physics and in
machine learning has drawn considerable attention. In particular, tensor networks (TNs) and …

[HTML][HTML] mVMC—Open-source software for many-variable variational Monte Carlo method

T Misawa, S Morita, K Yoshimi, M Kawamura… - Computer Physics …, 2019 - Elsevier
Abstract mVMC (many-variable Variational Monte Carlo) is an open-source software
package based on the variational Monte Carlo method applicable for a wide range of …

Unifying neural-network quantum states and correlator product states via tensor networks

SR Clark - Journal of Physics A: Mathematical and Theoretical, 2018 - iopscience.iop.org
Correlator product states (CPS) are a powerful and very broad class of states for quantum
lattice systems whose (unnormalised) amplitudes in a fixed basis can be sampled exactly …

Contracting projected entangled pair states is average-case hard

J Haferkamp, D Hangleiter, J Eisert, M Gluza - Physical Review Research, 2020 - APS
An accurate calculation of the properties of quantum many-body systems is one of the most
important yet intricate challenges of modern physics and computer science. In recent years …

Classical simulation of quantum circuits: Parallel environments and benchmark

XY Liu, Z Zhang - Advances in Neural Information …, 2023 - proceedings.neurips.cc
Google's quantum supremacy announcement has received broad questions from academia
and industry due to the debatable estimate of 10,000 years' running time for the classical …

qTorch: The quantum tensor contraction handler

ES Fried, NPD Sawaya, Y Cao, ID Kivlichan, J Romero… - PloS one, 2018 - journals.plos.org
Classical simulation of quantum computation is necessary for studying the numerical
behavior of quantum algorithms, as there does not yet exist a large viable quantum …

Thermodynamics of spin-1/2 Kagomé Heisenberg antiferromagnet: algebraic paramagnetic liquid and finite-temperature phase diagram

X Chen, SJ Ran, T Liu, C Peng, YZ Huang, G Su - Science Bulletin, 2018 - Elsevier
Quantum fluctuations from frustration can trigger quantum spin liquids (QSLs) at zero
temperature. However, it is unclear how thermal fluctuations affect a QSL. We employ state …

Mathematical open problems in projected entangled pair states

JI Cirac, J Garre-Rubio, D Pérez-García - Revista Matemática …, 2019 - Springer
Mathematical open problems in projected entangled pair states | Revista Matemática
Complutense Skip to main content Springer Nature Link Account Menu Find a journal Publish …

SparseAuto: An Auto-Scheduler for Sparse Tensor Computations Using Recursive Loop Nest Restructuring

A Dias, L Anderson, K Sundararajah… - Proceedings of the …, 2024 - dl.acm.org
Automated code generation and performance enhancements for sparse tensor algebra have
become essential in many real-world applications, such as quantum computing, physical …