Computational Systems Biology aims at the construction and analysis of predictive mathematical models for the description of complex interactions in biological systems. These systems are often modelled with ordinary differential equations (ODEs) that describe the concentrations of substances over time. Such models are characterized by a large number of variables, parameters and constraints, which requires the application of efficient numerical algorithms and computational techniques for high-dimensional problems.

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