Quantum machine learning for chemistry and physics

M Sajjan, J Li, R Selvarajan, SH Sureshbabu… - Chemical Society …, 2022 - pubs.rsc.org
Machine learning (ML) has emerged as a formidable force for identifying hidden but
pertinent patterns within a given data set with the objective of subsequent generation of …

Simulation methods for open quantum many-body systems

H Weimer, A Kshetrimayum, R Orús - Reviews of Modern Physics, 2021 - APS
Coupling a quantum many-body system to an external environment dramatically changes its
dynamics and offers novel possibilities not found in closed systems. Of special interest are …

Pinwheel valence bond crystal ground state of the spin- Heisenberg antiferromagnet on the shuriken lattice

N Astrakhantsev, F Ferrari, N Niggemann, T Müller… - Physical review B, 2021 - APS
We investigate the nature of the ground state of the spin-1 2 Heisenberg antiferromagnet on
the shuriken lattice by complementary state-of-the-art numerical techniques, such as …

Time evolution of many-body localized systems in two spatial dimensions

A Kshetrimayum, M Goihl, J Eisert - Physical Review B, 2020 - APS
Many-body localization is a striking mechanism that prevents interacting quantum systems
from thermalizing. The absence of thermalization behavior manifests itself, for example, in a …

Superconducting stripes in the hole-doped three-band Hubbard model

B Ponsioen, SS Chung, P Corboz - Physical Review B, 2023 - APS
We study the ground state properties of the hole-doped three-band Hubbard (Emery) model,
describing the copper-oxygen planes of the cuprates, using large-scale two-dimensional …

Tensor network study of the spin- Heisenberg antiferromagnet on the shuriken lattice

P Schmoll, A Kshetrimayum, J Naumann, J Eisert… - Physical Review B, 2023 - APS
We investigate the ground state of the spin S= 1 2 Heisenberg antiferromagnet on the
shuriken lattice, also in the presence of an external magnetic field. To this end, we employ …

Improved summations of -point correlation functions of projected entangled-pair states

B Ponsioen, J Hasik, P Corboz - Physical Review B, 2023 - APS
Numerical treatment of two-dimensional strongly-correlated systems is both extremely
challenging and of fundamental importance. Infinite projected entangled-pair states (PEPS) …

Low-energy structure of spiral spin liquids

H Yan, J Reuther - Physical Review Research, 2022 - APS
In this paper we identify a previously unexplored type of topological defect in spiral spin
liquids—the momentum vortex—and reveal its dominant role in sha** the low-energy …

Simulation of three-dimensional quantum systems with projected entangled-pair states

PCG Vlaar, P Corboz - Physical Review B, 2021 - APS
Tensor network algorithms have proven to be very powerful tools for studying one-and two-
dimensional quantum many-body systems. However, their application to three-dimensional …

The resource theory of tensor networks

M Christandl, V Lysikov, V Steffan, AH Werner… - Quantum, 2024 - quantum-journal.org
Tensor networks provide succinct representations of quantum many-body states and are an
important computational tool for strongly correlated quantum systems. Their expressive and …