gross2011generalized
Generalized models for high-throughput analysis of uncertain nonlinear systems
Thilo Gross and Stefan Siegmund
Journal of Mathematics in Industry 1, 9 (2011)
The ongoing revolution in systems biology is revealing the structure of important systems. For understanding the functioning and failure of these systems, mathematical modeling is instrumental, cp. Table 1. However, application of the traditional modeling paradigm, based on systems of specific equations, faces some principal difficulties in these systems. Insights from modeling are most desirable during the early stages of exploration of a system, so that insights from modeling can feed into experimental set ups.