Scientific Computing using Matlab, Modelling and Design
Revision of core mathematical techniques relevant to modelling in the life sciences, and basic introduction to scientific computing; stochastic simulation, and numerical solution techniques in continuous mathematics; programming in the MATLAB environment; Applications in the interface between the physical sciences and biology. First week: introduction to MATLAB and data analysis; Basic calculus in MATLAB; linear algebra; ordinary differential equations; GUIs and writing good programs; Second week: Mathematical modelling of different types such as static network models, stoichiometric networks and dynamic modelling of gene, metabolic and signalling systems. It will also discuss the number and types of “biological dials” that can be designed to modify gene circuits to specification. Third week: profiling your code; Speeding up your code; and group projects.