Variational Quantum Monte Carlo Method with a Neural-Network Ansatz for Open Quantum Systems

Variational Neural-Network Ansatz for Steady States in Open Quantum Systems

(2019) Filippo Vicentini et al.   PHYSICAL REVIEW LETTERS

Neural-Network Approach to Dissipative Quantum Many-Body Dynamics

(2019) Michael J. Hartmann et al.   PHYSICAL REVIEW LETTERS

Neural-network quantum state tomography

(2018) Giacomo Torlai et al.   Nature Physics

Dynamical properties of dissipative XYZ Heisenberg lattices

(2018) R Rota et al.   NEW JOURNAL OF PHYSICS

Latent Space Purification via Neural Density Operators

(2018) Giacomo Torlai et al.   PHYSICAL REVIEW LETTERS

Neural-Network Quantum States, String-Bond States, and Chiral Topological States

(2018) Ivan Glasser et al.   Physical Review X

Neural network operations and Susuki–Trotter evolution of neural network states

(2018) Nahuel Freitas et al.   INTERNATIONAL JOURNAL OF QUANTUM INFORMATION

Symmetries and Many-Body Excitations with Neural-Network Quantum States

(2018) Kenny Choo et al.   PHYSICAL REVIEW LETTERS

Constructing exact representations of quantum many-body systems with deep neural networks

(2018) Giuseppe Carleo et al.   Nature Communications

Solving the Bose–Hubbard Model with Machine Learning

(2017) Hiroki Saito   JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN

Quantum computational supremacy

(2017) Aram W. Harrow et al.   NATURE

Signatures of a dissipative phase transition in photon correlation measurements

(2017) Thomas Fink et al.   Nature Physics

Solving the quantum many-body problem with artificial neural networks

(2017) Giuseppe Carleo et al.   SCIENCE

Efficient representation of quantum many-body states with deep neural networks

(2017) Xun Gao et al.   Nature Communications

A simple tensor network algorithm for two-dimensional steady states

(2017) Augustine Kshetrimayum et al.   Nature Communications

Observation of the Photon-Blockade Breakdown Phase Transition

(2017) J. M. Fink et al.   Physical Review X

Observation of a Dissipative Phase Transition in a One-Dimensional Circuit QED Lattice

(2017) Mattias Fitzpatrick et al.   Physical Review X

Driven Markovian Quantum Criticality

(2016) Jamir Marino et al.   PHYSICAL REVIEW LETTERS

Positive Tensor Network Approach for Simulating Open Quantum Many-Body Systems

(2016) A. H. Werner et al.   PHYSICAL REVIEW LETTERS

Quantum simulations and many-body physics with light

(2016) Changsuk Noh et al.   REPORTS ON PROGRESS IN PHYSICS

Quantum simulation with interacting photons

(2016) Michael J Hartmann   Journal of Optics

Cluster Mean-Field Approach to the Steady-State Phase Diagram of Dissipative Spin Systems

(2016) Jiasen Jin et al.   Physical Review X

Matrix-product-operator approach to the nonequilibrium steady state of driven-dissipative quantum arrays

(2015) Eduardo Mascarenhas et al.   PHYSICAL REVIEW A

Variational Principle for Steady States of Dissipative Quantum Many-Body Systems

(2015) Hendrik Weimer   PHYSICAL REVIEW LETTERS

Variational Matrix Product Operators for the Steady State of Dissipative Quantum Systems

(2015) Jian Cui et al.   PHYSICAL REVIEW LETTERS

Corner-Space Renormalization Method for Driven-Dissipative Two-Dimensional Correlated Systems

(2015) S. Finazzi et al.   PHYSICAL REVIEW LETTERS

Breakdown of Photon Blockade: A Dissipative Quantum Phase Transition in Zero Dimensions

(2015) H. J. Carmichael   Physical Review X

Exact Nonequilibrium Steady State of an Open Hubbard Chain

(2014) Tomaž Prosen   PHYSICAL REVIEW LETTERS

Unconventional Magnetism via Optical Pumping of Interacting Spin Systems

(2013) Tony E. Lee et al.   PHYSICAL REVIEW LETTERS

Dynamical Critical Phenomena in Driven-Dissipative Systems

(2013) L. M. Sieberer et al.   PHYSICAL REVIEW LETTERS

Quantum fluids of light

(2013) Iacopo Carusotto et al.   REVIEWS OF MODERN PHYSICS

Dissipative phase transition in a central spin system

(2012) E. M. Kessler et al.   PHYSICAL REVIEW A

Exact Nonequilibrium Steady State of a Strongly Driven OpenXXZChain

(2011) Tomaž Prosen   PHYSICAL REVIEW LETTERS

MINRES-QLP: A Krylov Subspace Method for Indefinite or Singular Symmetric Systems

(2011) Sou-Cheng T. Choi et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Representational Power of Restricted Boltzmann Machines and Deep Belief Networks

(2008) Nicolas Le Roux et al.   NEURAL COMPUTATION