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Why temporal networks are more controllable: Link weight variation offers superiority

Xin-Ya Zhang1, Jie Sun2, and Gang Yan1,3,4,*

  • 1School of Physical Science and Engineering, Tongji University, Shanghai 200092, People's Republic of China
  • 2Huawei Hong Kong Research Center, Sha Tin, Hong Kong SAR, People's Republic of China
  • 3Shanghai Research Institute of Intelligence Science and Technology, Shanghai 200092, People's Republic of China
  • 4CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai 200031, People's Republic of China

  • *Corresponding author: gyan@tongji.edu.cn

Controlling noisy herds: Temporal network restructuring improves control of indecisive collectives

Tuhin Chakrabortty and Saad Bhamla

Sci. Adv. 12 eadx6791 (2026)

Temporal Segmentation Endows Networks With Strong Structural Controllability

Xiaoshuai Wu, Baoyu Hou, and Xiang Li

IEEE Control Syst. Lett. 10 2257 (2026)

Comparison of synchronizability in temporal networks with small-world and random topologies

Xiaoming Liang, Jindong Zhou, and Jie Zhou

Phys. Rev. E 112 044210 (2025)

Coarse-graining complex networks by optimizing mutual information estimates of random walks

Xin-Ya Zhang, Xiaolei Ru, Zijia Liu, Jack Murdoch Moore, and Gang Yan

J. Phys. Complex. 6 045014 (2025)

Characterizing stage-dependent neuromotor patterns in Drosophila melanogaster larvae through a graph construction approach

Yuri Bilk Matos, Nadezhda Velichkova, Mateo Kirchknopf Riera, Marcos Gomes Eleutério da Luz, and Jimena Berni

Front. Neurosci. 19 1557624 (2025)

No title available

Steve Chan

A graphical criterion for the controllability in temporal networks

Jin-cheng Tu, Hou-qing Lu, Tian-ming Lu, Zong-qiao Xie, Lei Lu, and Lingxiang Wei

Physica A: Statistical Mechanics and its Applications 646 129906 (2024)

Improving the controllability robustness of complex temporal networks against intelligent attacks

Qian Zhang and Peyman Arebi

Journal of Complex Networks 12 cnae027 (2024)

Optimality and Bimodality in Controlling Temporal Networks

Wenbo Du, Siyuan Li, Shenwen Chen, Vito C. Latora, and Xianbin Cao

IEEE Trans. Netw. Sci. Eng. 11 39 (2024)

On controllability of temporal networks

Luca Claude Gino Lebon, Francesco Lo Iudice, and Claudio Altafini

European Journal of Control 80 101046 (2024)

No title available

S. Chan

Foresight and relaxation enable efficient control of nonlinear complex systems

Xin Zhang, Xiaozhu Zhang, Gang Yan, and Jack Murdoch Moore

Phys. Rev. Research 5 033138 (2023)

No title available

Steve Chan and Parnmook Nopphawan

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