Automated model refinement using perturbation-observation pairs

Abstract In modeling signal transduction networks, it is common to manually integrate experimental evidence through a process that involves trial and error constrained by domain knowledge. We implement a genetic algorithm-based workflow (boolmore) to streamline Boolean model refinement. Boolmore adj...

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Bibliographic Details
Main Authors: Kyu Hyong Park, Jordan C. Rozum, Réka Albert
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:npj Systems Biology and Applications
Online Access:https://doi.org/10.1038/s41540-025-00532-y
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