Pan Zhang

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Lenka ZdeborováEPFL, SwitzerlandVerified email at epfl.ch
Cristopher MooreSanta Fe InstituteVerified email at santafe.edu
Feng PanCentre for Quantum Technologies, National University of SingaporeVerified email at nus.edu.sg
Lei WangInstitute of Physics, Chinese Academy of SciencesVerified email at iphy.ac.cn
Florent KrzakalaÉcole polytechnique fédérale de LausanneVerified email at epfl.ch
Hai-Jun ZhouInstitute of Theoretical Physics, Chinese Academy of SciencesVerified email at itp.ac.cn
Yong ChenSchool of Physics, Beihang UniversityVerified email at buaa.edu.cn
Jin-Guo LiuHong Kong University of Science and Technology (GuangZhou)Verified email at hkust-gz.edu.cn
Elchanan MosselProfessor of Mathematics, MITVerified email at mit.edu
Joe NeemanStatistics, UC BerkeleyVerified email at stat.berkeley.edu
Allan SlyDepartment of Mathmatics, Princeton University Department of Statistics, University of CaliforniaVerified email at princeton.edu
Song ChengYanqi Lake Beijing Institute of Mathematical Sciences and ApplicationsVerified email at bimsa.cn
Tao XiangInstitute of Physics, Chinese Academy of SciencesVerified email at iphy.ac.cn
Zhaoyu HanHarvard UniversityVerified email at fas.harvard.edu
Jun WangResearch Assistant in Applied Physics, Stanford UniversityVerified email at stanford.edu
Dian WuPhD student at EPFL CQSLVerified email at epfl.ch
Xiuzhe LuoUniversity of WaterlooVerified email at uwaterloo.ca
Aaron ClausetProfessor of Computer Science, University of Colorado BoulderVerified email at colorado.edu
Leto PeelMaastricht UniversityVerified email at maastrichtuniversity.nl
Amir GhasemianComputing Innovation Fellow, HNL @YaleVerified email at colorado.edu

Pan Zhang

Institute of Theoretical Physics, Chinese Academy of Sciences

Verified email at itp.ac.cn - Homepage

Statistical Physics Machine Learning Message Passing Algorithms Tensor Networks Quantum Computing


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Spectral redemption in clustering sparse networks F Krzakala, C Moore, E Mossel, J Neeman, A Sly, L Zdeborová, P Zhang Proceedings of the National Academy of Sciences 110 (52), 20935-20940, 2013	740	2013
Unsupervised generative modeling using matrix product states ZY Han, J Wang, H Fan, L Wang, P Zhang Physical Review X 8 (3), 031012, 2018	344	2018
Solving Statistical Mechanics using Variational Autoregressive Networks D Wu, L Wang, P Zhang Physical Review Letters 122 (8), 080602, 2019	226	2019
Tree tensor networks for generative modeling S Cheng, L Wang, T Xiang, P Zhang Physical Review B 99 (15), 155131, 2019	222	2019
Simulation of Quantum Circuits Using the Big-Batch Tensor Network Method F Pan, P Zhang Physical Review Letters 128 (3), 030501, 2022	200*	2022
Scalable detection of statistically significant communities and hierarchies, using message passing for modularity P Zhang, C Moore Proceedings of the National Academy of Sciences 111 (51), 18144-18149, 2014	197	2014
Yao. jl: Extensible, Efficient Framework for Quantum Algorithm Design XZ Luo, JG Liu, P Zhang, L Wang Quantum 4, 341, 2020	177	2020
Solving the Sampling Problem of the Sycamore Quantum Circuits F Pan, K Chen, P Zhang Physical Review Letters 129 (9), 090502, 2022	158*	2022
Detectability Thresholds and Optimal Algorithms for Community Structure in Dynamic Networks A Ghasemian, P Zhang, A Clauset, C Moore, L Peel Physical Review X 6 (3), 031005, 2016	155	2016
Fast and simple decycling and dismantling of networks L Zdeborová, P Zhang, HJ Zhou Scientific reports 6, 37954, 2016	146	2016
Model selection for degree-corrected block models X Yan, C Shalizi, JE Jensen, F Krzakala, C Moore, L Zdeborová, P Zhang, ... Journal of Statistical Mechanics: Theory and Experiment 2014 (5), P05007, 2014	140	2014
Evaluating accuracy of community detection using the relative normalized mutual information P Zhang Journal of Statistical Mechanics: Theory and Experiment 2015 (11), P11006, 2015	88	2015
Supervised learning with projected entangled pair states S Cheng, L Wang, P Zhang Physical Review B 103 (12), 125117, 2021	72	2021
Contracting arbitrary tensor networks: general approximate algorithm and applications in graphical models and quantum circuit simulations F Pan, P Zhou, S Li, P Zhang Physical Review Letters 125 (6), 060503, 2020	67	2020
Phase transitions in semisupervised clustering of sparse networks P Zhang, C Moore, L Zdeborová Physical Review E 90 (5), 052802, 2014	65	2014
Solving quantum statistical mechanics with variational autoregressive networks and quantum circuits JG Liu, L Mao, P Zhang, L Wang Machine Learning: Science and Technology 2 (2), 025011, 2021	59	2021
Community detection in networks with unequal groups P Zhang, C Moore, MEJ Newman Physical Review E 93 (1), 012303, 2016	58	2016
Optimized annealing of traveling salesman problem from the nth-nearest-neighbor distribution Y Chen, P Zhang Physica A: Statistical Mechanics and its Applications 371 (2), 627-632, 2006	54	2006
The hard-core model on random graphs revisited J Barbier, F Krzakala, L Zdeborová, P Zhang Journal of Physics: Conference Series 473 (1), 012021, 2013	45	2013
Tropical tensor network for ground states of spin glasses JG Liu, L Wang, P Zhang Physical Review Letters 126 (9), 090506, 2021	43	2021

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