399 citations · 658 across the 15 of their papers we have counts for
15 papers
Pareto Frontier of Neural Quantum States: Scalable, Affordable, and Accurate Convolutional Backflow for Strongly Correlated Lattice Fermions
Yuntian Gu, Zeyao Han, Wenrui Li +5
Neural Quantum States (NQS) are now among the most accurate methods for studying strongly correlated many-fermion systems, outperforming existing many-body approaches for large sys…
Disentangling Tensor Network States with Deep Neural Network
Chaohui Fan, Bo Zhan, Yuntian Gu +5
We introduce Neural Tensor Network States (TNS), a variational many-body wave-function ansatz that integrates deep neural networks with tensor-network architectures. In the T…
Solving the Hubbard model with Neural Quantum States
Yuntian Gu, Wenrui Li, Heng Lin +9
The rapid development of neural quantum states (NQS) has established it as a promising framework for studying quantum many-body systems. In this work, by leveraging the cutting-edg…
Bound states in doped charge transfer insulators
Pengfei Li, Yang Shen, Mingpu Qin +3
Understanding the physics of doped charge transfer insulators is the most important problem in high-temperature superconductivity. In this work, we show that an in-gap bound state…
Partial long-range order in antiferromagnetic Potts models
M. P. Qin, Q. N. Chen, Z. Y. Xie +5
The Potts model plays an essential role in classical statistical mechanics, illustrating many fundamental phenomena. One example is the existence of partially long-range-ordered st…
Controlling sign problems in spin models using tensor renormalization
Alan Denbleyker, Yuzhi Liu, Y. Meurice +5
We consider the sign problem for classical spin models at complex on lattices. We show that the tensor renormalization group method allows reliable calculat…
Tensor renormalization group study of classical XY model on the square lattice
J. F. Yu, Z. Y. Xie, Y. Meurice +6
Using the tensor renormalization group method based on the higher-order singular value decom- position, we have studied the thermodynamic properties of the continuous XY model on t…
Partial order in Potts models on the generalized decorated square lattice
M. P. Qin, J. Chen, Q. N. Chen +5
We explore the Potts model on the generalized decorated square lattice, with both nearest (J1) and next-neighbor (J2) interactions. Using the tensor renormalization-group method au…
The Quantum Torus Chain
M. P. Qin, J. M. Leinaas, S. Ryu +3
We introduce a new set of one dimensional quantum lattice models which we refer to as The quantum torus chain. These models have discrete global symmetry, and projective on-site re…
Coarse-graining renormalization by higher-order singular value decomposition
Z. Y. Xie, J. Chen, M. P. Qin +3
We propose a novel coarse graining tensor renormalization group method based on the higher-order singular value decomposition. This method provides an accurate but low computationa…
Partial order and finite-temperature phase transitions in Potts models on irregular lattices
Q. N. Chen, M. P. Qin, J. Chen +4
We evaluate the thermodynamic properties of the 4-state antiferromagnetic Potts model on the Union- Jack lattice using tensor-based numerical methods. We present strong evidence fo…
Translation invariant tensor product states in a finite lattice system
J. W. Cai, Q. N. Chen, H. H. Zhao +4
We show that the matrix (or more generally tensor) product states in a finite translation invariant system can be accurately constructed from the same set of local matrices (or ten…
Fractality of Hofstadter Butterfly in Specific Heat Oscillation
L. P. Yang, W. H. Xu, M. P. Qin +1
We calculate thermodynamical properties of the Hofstadter model using a recently developed quantum transfer matrix method. We find intrinsic oscillation features in specific heat t…
Quantum transfer matrix method for one-dimensional disordered electronic systems
Li-Ping Yang, Yong-Jun Wang, Wen-Hu Xu +2
We develop a novel quantum transfer matrix method to study thermodynamic properties of one-dimensional (1D) disordered electronic systems. It is shown that the partition function c…
Probing the Hofstadter butterfly with the quantum oscillation of magnetization
W. H. Xu, L. P. Yang, M. P. Qin +1
We have developed a different quantum transfer matrix method to accurately determine thermodynamic properties of the Hofstadter model. This method resolves a technical problem whic…