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SciProfiles: 1004849

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Complex Systems, Machine Learning

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China

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Employment (1)

Beijing Normal University: Beijing, Beijing, CN

2008-04-01 to present | Professor (School of Systems Science)
Employment
Source: Self-asserted source
Jiang Zhang

Works (13)

Coarse-graining network flow through statistical physics and machine learning

Nature Communications
2025-02-13 | Journal article
DOI: 10.1038/s41467-025-56034-2
Contributors: Zhang Zhang; Arsham Ghavasieh; Jiang Zhang; Manlio De Domenico
Source: check_circle
Crossref

Active population and spatial scaling laws within cities

2024-10-02 | Book chapter
DOI: 10.4324/9781003288312-30
Contributors: Ruiqi Li; Jiang Zhang
Source: check_circle
Crossref

Model predictive complex system control from observational and interventional data

Chaos: An Interdisciplinary Journal of Nonlinear Science
2024-09-01 | Journal article
DOI: 10.1063/5.0195208
Contributors: Muyun Mou; Yu Guo; Fanming Luo; Yang Yu; Jiang Zhang
Source: check_circle
Crossref

An Exact Theory of Causal Emergence for Linear Stochastic Iteration Systems

Entropy
2024-07-23 | Journal article
DOI: 10.3390/e26080618
Contributors: Kaiwei Liu; Bing Yuan; Jiang Zhang
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Crossref
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Learning nonequilibrium statistical mechanics and dynamical phase transitions

Nature Communications
2024-02-06 | Journal article
DOI: 10.1038/s41467-024-45172-8
Contributors: Ying Tang; Jing Liu; Jiang Zhang; Pan Zhang
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Crossref

Emergence and Causality in Complex Systems: A Survey of Causal Emergence and Related Quantitative Studies

Entropy
2024-01-24 | Journal article
DOI: 10.3390/e26020108
Contributors: Bing Yuan; Jiang Zhang; Aobo Lyu; Jiayun Wu; Zhipeng Wang; Mingzhe Yang; Kaiwei Liu; Muyun Mou; Peng Cui
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Crossref
grade
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Network Information Dynamics Renormalization Group

2023-11-01 | Preprint
DOI: 10.21203/rs.3.rs-3503708/v1
Contributors: Zhang Zhang; Arsham Ghavasieh; Jiang Zhang; Manlio De Domenico
Source: check_circle
Crossref

Company scaling and its deviations: New indicators for enterprise evaluation and bankruptcy prediction

PLOS ONE
2023-10-23 | Journal article
DOI: 10.1371/journal.pone.0287105
Contributors: Jing Xu; Junhuan Zhang; Xi Chen; Lei Wen; Jiang Zhang
Source: check_circle
Crossref

Correction: Zhang, J.; Liu, K. Neural Information Squeezer for Causal Emergence. Entropy 2023, 25, 26

Entropy
2023-09-28 | Journal article
DOI: 10.3390/e25101387
Contributors: Jiang Zhang; Kaiwei Liu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Neural Information Squeezer for Causal Emergence

Entropy
2022-12-23 | Journal article
DOI: 10.3390/e25010026
Contributors: Jiang Zhang; Kaiwei Liu
Source: check_circle
Crossref

Universal framework for reconstructing complex networks and node dynamics from discrete or continuous dynamics data

Physical Review E
2022-09-16 | Journal article
DOI: 10.1103/PhysRevE.106.034315
Contributors: Yan Zhang; Yu Guo; Zhang Zhang; Mengyuan Chen; Shuo Wang; Jiang Zhang
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Crossref

Inferring network structure with unobservable nodes from time series data

Chaos: An Interdisciplinary Journal of Nonlinear Science
2022-01 | Journal article
DOI: 10.1063/5.0076521
Contributors: Mengyuan Chen; Yan Zhang; Zhang Zhang; Lun Du; Shuo Wang; Jiang Zhang
Source: check_circle
Crossref

An interpretable deep-learning architecture of capsule networks for identifying cell-type gene expression programs from single-cell RNA-sequencing data

Nature Machine Intelligence
2020-11-02 | Journal article
DOI: 10.1038/s42256-020-00244-4
Contributors: Lifei Wang; Rui Nie; Zeyang Yu; Ruyue Xin; Caihong Zheng; Zhang Zhang; Jiang Zhang; Jun Cai
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Crossref

Peer review (2 reviews for 2 publications/grants)

Review activity for Expert systems with applications. (1)
Review activity for Nature computational science. (1)
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