IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-024-50273-5.html
   My bibliography  Save this article

Nucleation phenomena and extreme vulnerability of spatial k-core systems

Author

Listed:
  • Leyang Xue

    (Beijing Normal University
    Beijing Normal University
    Bar-Ilan University)

  • Shengling Gao

    (Bar-Ilan University
    Beihang University)

  • Lazaros K. Gallos

    (Rutgers University)

  • Orr Levy

    (Yale University School of Medicine
    Howard Hughes Medical Institute)

  • Bnaya Gross

    (Bar-Ilan University)

  • Zengru Di

    (Beijing Normal University
    Beijing Normal University)

  • Shlomo Havlin

    (Bar-Ilan University)

Abstract

K-core percolation is a fundamental dynamical process in complex networks with applications that span numerous real-world systems. Earlier studies focus primarily on random networks without spatial constraints and reveal intriguing mixed-order transitions. However, real-world systems, ranging from transportation and communication networks to complex brain networks, are not random but are spatially embedded. Here, we study k-core percolation on two-dimensional spatially embedded networks and show that, in contrast to regular percolation, the length of connections can control the transition type, leading to four different types of phase transitions associated with interesting phenomena and a rich phase diagram. A key finding is the existence of a metastable phase where microscopic localized damage, independent of system size, can cause a macroscopic phase transition, a result which cannot be achieved in traditional percolation. In this case, local failures spontaneously propagate the damage radially until the system collapses, a phenomenon analogous to the nucleation process.

Suggested Citation

  • Leyang Xue & Shengling Gao & Lazaros K. Gallos & Orr Levy & Bnaya Gross & Zengru Di & Shlomo Havlin, 2024. "Nucleation phenomena and extreme vulnerability of spatial k-core systems," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-50273-5
    DOI: 10.1038/s41467-024-50273-5
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-024-50273-5
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-024-50273-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-50273-5. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.