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Chin. Phys. B, 2024, Vol. 33(6): 066402    DOI: 10.1088/1674-1056/ad4329
Special Issue: SPECIAL TOPIC — States and new effects in nonequilibrium
TOPICAL REVIEW—States and new effects in nonequilibrium Prev   Next  

K-core attack, equilibrium K-core, and kinetically constrained spin system

Hai-Jun Zhou(周海军)1,2,3,†
1 Institute of Theoretical Physics, Chinese Academy of Sciences, Beijing 100190, China;
2 MinJiang Collaborative Center for Theoretical Physics, MinJiang University, Fuzhou 350108, China;
3 School of Physical Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
Abstract  Kinetically constrained spin systems are toy models of supercooled liquids and amorphous solids. In this perspective, we revisit the prototypical Fredrickson-Andersen (FA) kinetically constrained model from the viewpoint of $K$-core combinatorial optimization. Each kinetic cluster of the FA system, containing all the mutually visitable microscopic occupation configurations, is exactly the solution space of a specific instance of the $K$-core attack problem. The whole set of different jammed occupation patterns of the FA system is the configuration space of an equilibrium $K$-core problem. Based on recent theoretical results achieved on the $K$-core attack and equilibrium $K$-core problems, we discuss the thermodynamic spin glass phase transitions and the maximum occupation density of the fully unfrozen FA kinetic cluster, and the minimum occupation density and extreme vulnerability of the partially frozen (jammed) kinetic clusters. The equivalence between $K$-core attack and the fully unfrozen FA kinetic cluster also implies a new way of sampling $K$-core attack solutions.
Keywords:  Fredrickson-Andersen model      $K$-core attack      spin glass      jamming  
Received:  14 March 2024      Revised:  14 April 2024      Accepted manuscript online:  25 April 2024
PACS:  64.70.Q- (Theory and modeling of the glass transition)  
  05.70.Fh (Phase transitions: general studies)  
  75.10.Nr (Spin-glass and other random models)  
  89.75.Fb (Structures and organization in complex systems)  
Fund: Project supported by the National Natural Science Foundation of China (Grant Nos. 12247104 and 12047503).
Corresponding Authors:  Hai-Jun Zhou     E-mail:  zhouhj@itp.ac.cn

Cite this article: 

Hai-Jun Zhou(周海军) K-core attack, equilibrium K-core, and kinetically constrained spin system 2024 Chin. Phys. B 33 066402

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