基本信息
张潘男博导中国科学院理论物理研究所
电子邮件： panzhang@itp.ac.cn
通信地址： 中关村东路55号理论物理研究所
邮政编码：

研究领域

招生信息
招生专业070201-理论物理

招生方向统计物理与复杂系统
统计物理与机器学习


教育背景2004-09--2009-06兰州大学博士学位
2000-09--2004-06兰州大学学士学位

学历
学位

工作经历
工作简历2019-01~现在,中国科学院理论物理研究所,研究员
2015-09~2018-12,中国科学院理论物理研究所,副研究员
2013-05~2015-09,Santa Fe Institute,博士后
2012-02~2013-05,巴黎E.S.P.C.I.,博士后
2009-10~2012-01,意大利都灵理工大学,博士后
2004-09~2009-06,兰州大学,博士学位
2000-09~2004-06,兰州大学,学士学位

社会兼职

教授课程

专利与奖励
奖励信息
专利成果

出版信息
发表论文（1）Solving Statistical Mechanics using variational autoregressive networks,Physical Review Letter,2019,第11作者
（2）Tree Tensor Networks for Generative Modeling,Physical Review B,2019,第11作者
（3）Unsupervised generative modeling using matrix product states,Physical Review X,2018,第11作者
（4）Weighted community detection and data clustering using message passing,Journal of statistical mechanics,2018,第11作者
（5）Compressed Sensing by Shortest-Solution Guided Decimation,IEEE Access,2018,第11作者
（6）Community detection in networks with unequal groups,Physical Review E,2016,第1作者
（7）Data quality for the inverse Ising problem,Journal of Physics A,2016,第3作者
（8）Detectability thresholds and optimal algorithms for community structure in dynamic networks,Physical Review X,2016,第1作者
（9）Evaluating accuracy of community detection using the relative normalized mutual information,Journal of Statistical Mechanics: Theory and Experiments,2015,第1作者
（10）Inference of the sparse kinetic Ising model using the decimation method,Physical Review E,2015,第2作者
（11）The solution space structure of random constraint satisfaction problems with growing domains,Journal of Statistical Mechanics: Theory and Experiment,2015,第2作者
（12）Nonbacktracking operator for the Ising model and its applications in systems with multiple states,Physical Review E,2015,第1作者
（13）Scalable detection of statistically significant communities and hierarchies, using message passing for modularity,Proceedings of National Academy of Sciences,2014,第1作者
（14）Phase transitions in semisupervised clustering of sparse networks,Physical Review E,2014,第1作者
（15）Model selection for degree-corrected block models,Journal of Statistical Mechanics: Theory and Experiments,2014,第4作者
（16）Spectral redemption in clustering sparse networks,Proceedings of National Academy of Sciences,2013,第4作者
（17）The hard-core model on random graphs revisited,Journal of Physics: Conference Series 473 (1), 012021,2013,第4作者
（18）Robust error correction for real-valued signals via message-passing decoding and spatial coupling,Information Theory Workshop (ITW),2013,第1作者
（19）Non-adaptive pooling strategies for detection of rare faulty items,IEEE Communications Workshops (ICC),2013,第1作者
（20）Comparative study for inference of hidden classes in stochastic block models,Journal of Statistical Mechanics: Theory and Experiment,2012,第1作者
（21）Inference of kinetic Ising model on sparse graphs P Zhang,Journal of Statistical Physics,2012,第1作者
（22）Message passing for quantified Boolean formulas,Journal of Statistical Mechanics: Theory and Experiment,2012,第1作者
（23）Analytical and belief-propagation studies of random constraint satisfaction problems with growing domains,Physical Review E,2012,第2作者
（24）Inference and learning in sparse systems with multiple states,Physical Review E,2011,第4作者
（25）Stability analysis on the finite-temperature replica-symmetric and first-step replica-symmetry-broken cavity solutions of the random vertex cover problem,Physical Review E,2009,第1作者
（26）Topology and dynamics of attractor neural networks: the role of loopiness,Physica A,2008,第1作者
（27）Transient dynamics of sparsely connected Hopfield neural networks with arbitrary degree distributions,Physica A,2008,第1作者
（28）Transient dynamics for sequence-processing neural networks: Effect of degree distributions,Physica A,2008,第11作者
（29）Frequency and phase synchronization of two coupled neurons with channel noise,The European Physical Journal B,2007,第4作者
（30）Network growth approach to macroevolution,New Journal of Physics,2007,第4作者
（31）Statistical neurodynamics for sequence processing neural networks with finite dilution,Lecture Notes in Computer Science,2006,第1作者
（32）Optimized annealing of traveling salesman problem from the nth-nearest-neighbor distribution,Physica A,2006,第2作者

发表著作

科研活动
科研项目（ 1 ） 统计物理平均场理论在统计推断与机器学习中的应用, 主持,部委级,2017-09--2022-09

参与会议

合作情况
项目协作单位

指导学生