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Compositional colored petri Net approach to multiscale modeling for systems biology

  • Fei Liu*
  • , Ming Yang
  • *Corresponding author for this work
  • Harbin Institute of Technology

Research output: Contribution to journalArticlepeer-review

Abstract

Colored Petri nets have been demonstrated as a powerful tool for modeling multiscale systems biology. However, the construction of colored Petri nets for biological systems requires prior knowledge about colored Petri nets and is often error-prone and cumbersome for biologists, especially when the communication between components and hierarchical organization of components in a multiscale model are an issue. To address this problem, an established way is to develop small components and then compose them into bigger models. In this paper, we present a compositional colored Petri net approach to aid automatic modeling of systems biology, and demonstrate it with two case studies. We focus on the modeling of communication between components and hierarchical organization of components as they are key to build multiscale models.

Original languageEnglish
Article number1450017
JournalInternational Journal of Modeling, Simulation, and Scientific Computing
Volume5
Issue number4
DOIs
StatePublished - 30 Sep 2014

Keywords

  • Colored Petri nets
  • Compositional modeling
  • Multiscale modeling
  • Systems biology

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