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Biosciences and modelling of complex systems

Biosciences and modelling of complex systems (Biosciences et modélisation des systèmes complexes)

 

This curriculum introduces biologists to modelling by enabling them to take courses in common with mathematicians, computer scientists and physicists.

Knowledge to be aquired before the second year: differential equations; Fourier analysis; notions of partial differential equations; programming; general culture in mathematics and in physics.

Skills required: sens of organization; abstract thinking.

 
Semestre 1

Elective basic courses

6 ECTS

Elective basic courses

6 ECTS

Elective basic courses

6 ECTS

Elective basic courses

6 ECTS

Elective basic courses

6 ECTS

Semestre 2

English

3 ECTS

Biosciences and society

3 ECTS

Scientific comm.

3 ECTS

Initiation to laboratory research,

16 weeks

21 ECTS

Semestre 3

English

3 ECTS

Elective practical courses

3 ECTS

Elective European courses

6 ECTS

Common courses

3 ECTS

Common courses

3 ECTS

Common courses

3 ECTS

Research in modellling courses

3 ECTS

Research in modellling coursesn

3 ECTS

Research in modellling courses

3 ECTS

Semestre 4

Bibliographic analysis

6 ECTS

Laboratory research, 20 weeks

24 ECTS

 

 

Compulsory courses

 

Elective Basic courses

 

Research internships

 

Elective practical courses

 

Elective European courses

 

Common courses Complex systems
  • Analyse des réseaux
  • Introduction à l'informatique théorique
  • Processus dynamiques et réseaux

More information on these courses: http://www.ens-lyon.fr/MasterSDM/fr/master-2/m2-systemes-complexes/cours

Research in modelling courses
  • Data analysis and processis for networks
  • Methodology and epistemology of the modeling of complex systems
  • Modeling of social systems
  • Network algorithms for molecular biology
  • Probabilistic methods, with applications to graphs

More information on these courses: http://www.ens-lyon.fr/MasterSDM/fr/master-2/m2-systemes-complexes/cours