Back to Search Start Over

Scalable reaction network modeling with automatic validation of consistency in Event-B.

Authors :
Sanwal, Usman
Hoang, Thai Son
Petre, Luigia
Petre, Ion
Source :
Scientific Reports; 1/25/2022, Vol. 12 Issue 1, p1-9, 9p
Publication Year :
2022

Abstract

Constructing a large biological model is a difficult, error-prone process. Small errors in writing a part of the model cascade to the system level and their sources are difficult to trace back. In this paper we extend a recent approach based on Event-B, a state-based formal method with refinement as its central ingredient, allowing us to validate for model consistency step-by-step in an automated way. We demonstrate this approach on a model of the heat shock response in eukaryotes and its scalability on a model of the ErbB signaling pathway. All consistency properties of the model were proved automatically with computer support. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20452322
Volume :
12
Issue :
1
Database :
Complementary Index
Journal :
Scientific Reports
Publication Type :
Academic Journal
Accession number :
154880769
Full Text :
https://doi.org/10.1038/s41598-022-05308-6