Course
plan. Mathematical modeling MMG510
spring 2009.
Teaching will include lectures, exercises, 3 assignments to be
done at home, and a larger project done in working groups.
We will study during 7 weeks and have lectures and exercises on Mondays at 10.00 in MVF21 and on Thirsdays in MVF21 at 10.00.
On Wednesdays at 13:00 in MVF31 we will have lectures and exercises during first two weeks and later we will have discussions on the projects at this time.
One meeting per week with each working group for discussing the projects must take place at the Mathematical Center.
The week eight (VIII) will be for presentation of projects 30 minutes for every group. A working group can consist of maximum 3 people.
A short 2 hours written examination over the theoretical part of the course will take place at the end.
Well done home assignments will be counted as a bonus for the corresponding part of the written examination.
Total points for the course will be an average of points for the project (60%) and for the examination (40%).
Some changes in the order of chapters can be done.week 12(I) ()
Monday 10.00:
Introduction. En example of a problem with modeling by ordinary
differential equations, PDE and stochastic processes.
Wednesday
13.00: Introduction. En example of a problem with
modeling by ordinary differential equations, PDE and stochastic
processes.
Thirsday
10:00: Three
views on diffusion: stochastic, kinetic, PDE. Modeling of different
types of transport processes by PDE and kinetic models.
week 13 (II) ()
Monday 10.00: Ordinary
differential equations. Phase portrait. Linear systems of ordinary
differential equations.
Wednesday 13.00: Stability of stationary points and solutions of differential equations. Exercises on stability.
Thirsday 10:00 : First integrals.
OBS!!!
Important to have a plan for the project.
week
14 (III) ()
Monday Master equation for chemical kinetics by Monte Carlo method. The Gillespie method.Home assignment N1
Thirsday
10:00: Monte
Carlo methods for a
stochastic
model for particles. General and direct modeling.
Holidays
week 17 (IV)
()
Monday - Monte
Carlo methods for a
stochastic
model for particles. General and direct modeling.
Wednesday - other activities
Thirsday 10:00: Monte Carlo methods for a stochastic model for particles. General and direct modeling.week
18 (V) ()
Monday 10:00:
Periodic solutions to ODE. Poincaré-Bendixson
theorem. Examples of periodic solutions.
Wednesday 13.00 Exercises, projects
Thirsday 10:00:Lyapunovs method. exercises on stability. Hopf
bifurcation.
week 19 (VI) ()
Monday Dimensions analysis and scaling. Equations in dimensionless variables. Asymptotic methods. Secular terms. Method with two time scales.
Wednesday 13.00:Exercises, projects
Thirsday 10:00:
Asymptotic
methods. Averaging method.
week 20 (VII) (14 – 16 May)
Monday 10:00: Non-linear
waves in reaction - diffusion processes.
Wednesday
13.00: Exercises,
projects
Thirsday Non-linear waves in reaction - diffusion processes.
week 21 (VIII) ()
Monday 10:00: Projects presentations
.
Wednesday 13.00: Exercises, projects
week 22 (IX) ()
Wednesday
Examination.
Extra day: Consultation before examination.
Alexei Heintz <heintz@math.chalmers.se>