activity
20142025
most citedSolving frustrated quantum many-particle models with convolutional neural networks

105 citations · 502 across the 14 of their papers we have counts for

collaborators

15 papers

cond-mat.str-el2025

Quantum Quench Dynamics in an Exactly Solvable Two-Dimensional Non-Fermi Liquid System

Hui Li, Run-Yu Chen, Wen-Yuan Liu +2

Understanding the behavior of non-Fermi liquids (NFLs) is an important topic in condensed matter physics. Here we introduce an exactly solvable multi-orbital model based on iron ox…

cond-mat.str-el2023★ 14 cited

Tensor network study of the spin-1/2 square-lattice -- model: incommensurate spiral order, mixed valence-bond solids, and multicritical points

Wen-Yuan Liu, Didier Poilblanc, Shou-Shu Gong +2

We use the finite projected entangled pair state (PEPS) method to investigate the global phase diagram of the spin-1/2 square-lattice -- antiferromagnetic (AFM) Heis…

cond-mat.str-el2023★ 17 cited

Quantum criticality with emergent symmetry in the extended Shastry-Sutherland model

Wen-Yuan Liu, Xiao-Tian Zhang, Zhe Wang +3

Motivated by the novel phenomena observed in the layered material , the Shastry-Sutherland model (SSM) has been extensively studied as the minimal model for $\r…

cond-mat.str-el2022★ 17 cited

Emergent Symmetry in Quantum Phase Transitions: From Deconfined Quantum Critical Point to Gapless Quantum Spin Liquid

Wen-Yuan Liu, Shou-Shu Gong, Wei-Qiang Chen +1

The emergence of exotic quantum phenomena in frustrated magnets is rapidly driving the development of quantum many-body physics, raising fundamental questions on the nature of quan…

cond-mat.str-el2021★ 62 cited

The emergence of gapless quantum spin liquid from deconfined quantum critical point

Wen-Yuan Liu, Juraj Hasik, Shou-Shu Gong +3

A quantum spin liquid (QSL) is a novel phase of matter with long-range entanglement where localized spins are highly correlated with the vanishing of magnetic order. Such exotic qu…

cond-mat.str-el2020★ 88 cited

Gapless quantum spin liquid and global phase diagram of the spin-1/2 - square antiferromagnetic Heisenberg model

Wen-Yuan Liu, Shou-Shu Gong, Yu-Bin Li +3

The nature of the zero-temperature phase diagram of the spin- - Heisenberg model on a square lattice has been debated in the past three decades, which may hold the k…

cond-mat.str-el2019★ 1 cited

Reply to comments on "Gapless spin liquid ground state of spin-1/2 - Heisenberg model on square lattices"

Wen-Yuan Liu, Shaojun Dong, Chao Wang +4

In a recent comments [arXiv:1909.12788 (2019)], Zhao et al. argue that the definition of dimer orders used in our paper [Phys. Rev. B 98, 241109 (2018)] may not rule out valence bo…

cond-mat.str-el2019★ 40 cited

Accurate simulation for finite projected entangled pair states in two dimensions

Wen-Yuan Liu, Yi-Zhen Huang, Shou-Shu Gong +1

Based on the scheme of variational Monte Carlo sampling, we develop an accurate and efficient two-dimensional tensor-network algorithm to simulate quantum lattice models. We find t…

cond-mat.str-el2018★ 105 cited

Solving frustrated quantum many-particle models with convolutional neural networks

Xiao Liang, Wen-Yuan Liu, Pei-Ze Lin +3

Recently, there has been significant progress in solving quantum many-particle problem via machine learning based on the restricted Boltzmann machine. However, it is still highly c…

cond-mat.str-el2018★ 72 cited

Gapless spin liquid ground state of spin-1/2 - Heisenberg model on square lattices

Wen-Yuan Liu, Shaojun Dong, Chao Wang +4

The spin-1/2 - Heisenberg model on square lattices are investigated via the finite projected entangled pair states (PEPS) method. Using the recently developed gradient op…

cond-mat.str-el2018★ 2 cited

PEPS++: Towards Extreme-scale Simulations of Strongly Correlated Quantum Many-particle Models on Sunway TainhuLight

Lixin He, Hong An, Chao Yang +10

The study of strongly frustrated magnetic systems has drawn great attentions from both theoretical and experimental physics. Efficient simulations of these models are essential for…

cond-mat.str-el2017★ 6 cited

TNSPackage: A Fortran2003 library designed for tensor network state methods

Shao-Jun Dong, Wen-Yuan Liu, Chao Wang +3

Recently, the tensor network states (TNS) methods have proven to be very powerful tools to investigate the strongly correlated many-particle physics in one and two dimensions. The…

quant-ph2016★ 60 cited

Gradient optimization of finite projected entangled pair states

Wen-Yuan Liu, Shao-Jun Dong, Yong-Jian Han +2

The projected entangled pair states (PEPS) methods have been proved to be powerful tools to solve the strongly correlated quantum many-body problems in two-dimension. However, due…

cond-mat.str-el2016★ 10 cited

Tunneling frustration induced peculiar supersolid phases in the extended Bose-Hubbard model

Shao-Jun Dong, Wenyuan Liu, Xiang-Fa Zhou +4

By using a state of art tensor network state method, we study the ground-state phase diagram of an extended Bose-Hubbard model on the square lattice with frustrated next-nearest ne…

cond-mat.str-el2014★ 8 cited

Replica exchange molecular dynamics optimization of tensor network states for quantum many-body systems

Wenyuan Liu, Chao Wang, Yanbin Li +4

The tensor network states (TNS) methods combined with Monte Carlo (MC) techniques have been proved a powerful algorithm for simulating quantum many-body systems. However, because t…