Backflow Transformations via Neural Networks for Quantum Many-Body Wave Functions

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

(2018) Stephen R Clark   Journal of Physics A-Mathematical and Theoretical

Machine Learning Technique to Find Quantum Many-Body Ground States of Bosons on a Lattice

(2018) Hiroki Saito et al.   JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN

Method to Solve Quantum Few-Body Problems with Artificial Neural Networks

(2018) Hiroki Saito   JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN

Neural-network quantum state tomography

(2018) Giacomo Torlai et al.   Nature Physics

Nonlinear Network Description for Many-Body Quantum Systems in Continuous Space

(2018) Michele Ruggeri et al.   PHYSICAL REVIEW LETTERS

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

(2018) Ivan Glasser et al.   Physical Review X

Learning hard quantum distributions with variational autoencoders

(2018) Andrea Rocchetto et al.   npj 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

Stripe order in the underdoped region of the two-dimensional Hubbard model

(2017) Bo-Xiao Zheng et al.   SCIENCE

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

Quantum Entanglement in Neural Network States

(2017) Dong-Ling Deng et al.   Physical Review X

Iterative backflow renormalization procedure for many-body ground-state wave functions of strongly interacting normal Fermi liquids

(2015) Michele Taddei et al.   PHYSICAL REVIEW B

Solutions of the Two-Dimensional Hubbard Model: Benchmarks and Results from a Wide Range of Numerical Algorithms

(2015) J. P. F. LeBlanc et al.   Physical Review X

Striped Spin Liquid Crystal Ground State Instability of Kagome Antiferromagnets

(2013) Bryan K. Clark et al.   PHYSICAL REVIEW LETTERS

Itinerant ferromagnetic phase of the Hubbard model

(2011) Giuseppe Carleo et al.   PHYSICAL REVIEW B

Backflow correlations in the Hubbard model: An efficient tool for the study of the metal-insulator transition and the large-Ulimit

(2011) Luca F. Tocchio et al.   PHYSICAL REVIEW B

Complete-graph tensor network states: a new fermionic wave function ansatz for molecules

(2010) Konrad H Marti et al.   NEW JOURNAL OF PHYSICS

Interaction-induced Fermi-surface renormalization in thet1−t2Hubbard model close to the Mott-Hubbard transition

(2010) Luca F. Tocchio et al.   PHYSICAL REVIEW B

Ground-state properties of quantum many-body systems: entangled-plaquette states and variational Monte Carlo

(2009) F Mezzacapo et al.   NEW JOURNAL OF PHYSICS

Spin-liquid and magnetic phases in the anisotropic triangular lattice: The case ofκ−(ET)2X

(2009) Luca F. Tocchio et al.   PHYSICAL REVIEW B

Role of backflow correlations for the nonmagnetic phase of thet–t′Hubbard model

(2008) Luca F. Tocchio et al.   PHYSICAL REVIEW B

Simulation of Quantum Many-Body Systems with Strings of Operators and Monte Carlo Tensor Contractions

(2008) Norbert Schuch et al.   PHYSICAL REVIEW LETTERS