Teaching | Natural IS Research | Artificial IS Research | Student Projects
The lecture is available on the site epfl.bio-med.ch. You will need a user name to access this site, which you obtain at your first visit by logging in as new user.
They are available on epfl.bio-med.ch. The chapter on stochastic reaction models is also available here.
We are building mathematical models that are able to describe the population
dynamics of cells involved in the immune system. These models allow us to test
biological hypotheses about yet unknown phenomena, to suggest further experiments
and eventually, to make predictions about the system. We also develop statistical
methods to efficiently analyse biological data.
To find more: Mathematical models of the human immune system
We are applying algorithmic ideas borrowed from
the immune system of vertebrates to detect misbehavior in communication and information systems
(detection of routing misbehavior in mobile ad hoc networks and email spam filtering).
To find more: Immune networking using Artificial Immune Systems approach
TSED has been developed in the framework of semester and master projects (Michel Sede, Laurent Francioli and Julien Eperon). It is a very simple language and a set of tools for describing the kinetics of a biological system. The tools allow translation into Matlab or Scilab code for simulation, translation into SBML for storing in databases, and visualization. It is public domain.
Completed student projects
Available student projects
Reading List
Completed student projects
Ongoing student projects
Available student projects