Tensor network contractions: methods and applications to quantum many-body systems SJ Ran, E Tirrito, C Peng, X Chen, L Tagliacozzo, G Su, M Lewenstein
Springer Nature, 2020
162 2020 Exploring interacting topological insulators with ultracold atoms: The synthetic Creutz-Hubbard model J Jünemann, A Piga, SJ Ran, M Lewenstein, M Rizzi, A Bermúdez
Physical Review X 7 (3), 031057, 2017
157 2017 Cold atoms meet lattice gauge theory M Aidelsburger, L Barbiero, A Bermudez, T Chanda, A Dauphin, ...
Philosophical Transactions of the Royal Society A 380 (2216), 20210064, 2022
141 2022 Machine learning by unitary tensor network of hierarchical tree structure D Liu, SJ Ran, P Wittek, C Peng, RB García, G Su, M Lewenstein
New Journal of Physics 21 (7), 073059, 2019
132 2019 Linearized tensor renormalization group algorithm for the calculation of thermodynamic properties of quantum lattice models W Li, SJ Ran, SS Gong, Y Zhao, B Xi, F Ye, G Su
Physical review letters 106 (12), 127202, 2011
103 2011 Encoding of matrix product states into quantum circuits of one-and two-qubit gates SJ Ran
Physical Review A 101 (3), 032310, 2020
100 2020 Optimized decimation of tensor networks with super-orthogonalization for two-dimensional quantum lattice models SJ Ran, W Li, B Xi, Z Zhang, G Su
Physical Review B—Condensed Matter and Materials Physics 86 (13), 134429, 2012
66 2012 Generative tensor network classification model for supervised machine learning ZZ Sun, C Peng, D Liu, SJ Ran, G Su
Physical Review B 101 (7), 075135, 2020
60 2020 Theory of network contractor dynamics for exploring thermodynamic properties of two-dimensional quantum lattice models SJ Ran, B Xi, T Liu, G Su
Physical Review B—Condensed Matter and Materials Physics 88 (6), 064407, 2013
45 2013 Thermodynamics of spin-1/2 Kagomé Heisenberg antiferromagnet: algebraic paramagnetic liquid and finite-temperature phase diagram X Chen, SJ Ran, T Liu, C Peng, YZ Huang, G Su
Science Bulletin 63 (23), 1545-1550, 2018
35 2018 Machine learning by two-dimensional hierarchical tensor networks: A quantum information theoretic perspective on deep architectures D Liu, SJ Ran, P Wittek, C Peng, RB García, G Su, M Lewenstein
32 2018 Phase transitions and thermodynamics of the two-dimensional Ising model on a distorted kagome lattice W Li, SS Gong, Y Zhao, SJ Ran, S Gao, G Su
Physical Review B—Condensed Matter and Materials Physics 82 (13), 134434, 2010
29 2010 Few-body systems capture many-body physics: Tensor network approach SJ Ran, A Piga, C Peng, G Su, M Lewenstein
Physical Review B 96 (15), 155120, 2017
28 2017 Phase diagrams, distinct conformal anomalies, and thermodynamics of spin-1 bond-alternating Heisenberg antiferromagnetic chain in magnetic fields X Yan, W Li, Y Zhao, SJ Ran, G Su
Physical Review B—Condensed Matter and Materials Physics 85 (13), 134425, 2012
28 2012 Review of tensor network contraction approaches SJ Ran, E Tirrito, C Peng, X Chen, G Su, M Lewenstein
arXiv preprint arXiv:1708.09213, 2017
26 2017 Emergent spin-1 trimerized valence bond crystal in the spin- Heisenberg model on the star lattice SJ Ran, W Li, SS Gong, A Weichselbaum, J von Delft, G Su
Physical Review B 97 (7), 075146, 2018
25 2018 Featureless quantum spin liquid, -magnetization plateau state, and exotic thermodynamic properties of the spin- frustrated Heisenberg antiferromagnet on an … T Liu, SJ Ran, W Li, X Yan, Y Zhao, G Su
Physical Review B 89 (5), 054426, 2014
25 2014 Entanglement-based feature extraction by tensor network machine learning Y Liu, WJ Li, X Zhang, M Lewenstein, G Su, SJ Ran
Frontiers in Applied Mathematics and Statistics 7, 716044, 2021
22 2021 Ab initio optimization principle for the ground states of translationally invariant strongly correlated quantum lattice modelsSJ Ran
Physical Review E 93 (5), 053310, 2016
22 2016 Kosterlitz-Thouless phase transition and re-entrance in an anisotropic three-state Potts model on the generalized kagome lattice Y Zhao, W Li, B Xi, Z Zhang, X Yan, SJ Ran, T Liu, G Su
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 87 (3 …, 2013
21 2013