Mathematical foundations of modelling & analysis

The module provides the basic mathematical background for computational modeling and analysis in the context of synthetic biology. Basic mathematical concepts are reviewed to provide a common ground to all students. Fundamentals of vector calculus and linear algebra Fundamentals of multivariate optimization Fundamentals of deterministic dynamical systems Fundamentals of probability theory and multivariate statistics Fundamentals of stochastic dynamical systems Application of concepts in the modeling and analysis case studies Please note that usually this lecture takes place in February and March. Therefore, the exact dates will be announced a little later.