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 …
Measurement as a shortcut to long-range entangled quantum matter
The preparation of long-range entangled states using unitary circuits is limited by Lieb-
Robinson bounds, but circuits with projective measurements and feedback (“adaptive …
Robinson bounds, but circuits with projective measurements and feedback (“adaptive …
Approximating many-body quantum states with quantum circuits and measurements
We introduce protocols to prepare many-body quantum states with quantum circuits assisted
by local operations and classical communication. We show that by lifting the requirement of …
by local operations and classical communication. We show that by lifting the requirement of …
Quantum convolutional neural network for image classification
G Chen, Q Chen, S Long, W Zhu, Z Yuan… - Pattern Analysis and …, 2023 - Springer
In this paper we propose two scale-inspired local feature extraction methods based on
Quantum Convolutional Neural Network (QCNN) in the Tensorflow quantum framework for …
Quantum Convolutional Neural Network (QCNN) in the Tensorflow quantum framework for …
Criticality and entanglement in nonunitary quantum circuits and tensor networks of noninteracting fermions
Models for nonunitary quantum dynamics, such as quantum circuits that include projective
measurements, have recently been shown to exhibit rich quantum critical behavior. There …
measurements, have recently been shown to exhibit rich quantum critical behavior. There …
Holographic complexity of Einstein-Maxwell-dilaton gravity
A bstract We study the holographic complexity of Einstein-Maxwell-Dilaton gravity using the
recently proposed “complexity= volume” and “complexity= action” dualities. The model we …
recently proposed “complexity= volume” and “complexity= action” dualities. The model we …
Conformal field theory from lattice fermions
We provide a rigorous lattice approximation of conformal field theories given in terms of
lattice fermions in 1+ 1-dimensions, focussing on free fermion models and Wess–Zumino …
lattice fermions in 1+ 1-dimensions, focussing on free fermion models and Wess–Zumino …
Thermal multi-scale entanglement renormalization ansatz for variational gibbs state preparation
Many simulation tasks require that one first prepare a system's Gibbs state. We present a
family of quantum circuits for variational preparation of thermal Gibbs states on a quantum …
family of quantum circuits for variational preparation of thermal Gibbs states on a quantum …
Entanglement distillation toward minimal bond cut surface in tensor networks
In tensor networks, a geometric operation of pushing a bond cut surface toward a minimal
surface corresponds to entanglement distillation. Cutting bonds defines a reduced transition …
surface corresponds to entanglement distillation. Cutting bonds defines a reduced transition …
Maximal violation of the Bell-Clauser-Horne-Shimony-Holt inequality via bumpified Haar wavelets
We devise a general setup to investigate the violation of the Bell-Clauser-Horne-Shimony-
Holt (Bell-CHSH) inequality in the vacuum state in the context of quantum field theory. We …
Holt (Bell-CHSH) inequality in the vacuum state in the context of quantum field theory. We …