BioND — Dynamics of Biological Networks

Generalized Models for high-throughput analysis of uncertain nonlinear systems

Thilo Gross and Stefan Siegmund
Journal of Mathematics and Industry 1, 9, 2011.



Purpose | Describe a high-throughput method for the analysis of uncertain models, e.g. in biological research.
Methods | Generalized modeling for conceptual analysis of large classes of models.
Results | Local dynamics of uncertain networks are revealed as a function of intuitive parameters.
Conclusions | Generalized modeling easily scales to very large networks.
Keywords | Generalized modeling; high-throughput method; uncertain models; biological research.