 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |

Faculty of Sciences
|

 |
Master in Bio-informatics and Modelling
 |
Or
 |
Th
 |
Pr
 |
Au
 | Credits
 |
 Programme structure
 |

Two-year master program
 |

First Year
 |

Second year
 |

Second year - Adjusted programme for the holders of a Master's degree in biochemistry and molecular and cell biology, professional focus in bioinformatics and medelling
 |
 Two-year master program
 |

Ce master est réalisé en collaboration avec la Faculté des Sciences appliquées
 |
 First Year
 |
 Compulsory courses
 |
| 
INFO0098-2
 | 
Introduction to the modeling of biological systems - Patrick Meyer - [25h Mon. WS]
 | Q2
 | 25
 | -
 | [+]
 | 6
 |
| 
ELEN0062-1
 | 
Applied Inductive Learning (english language) - Pierre Geurts, Louis Wehenkel - [40h Proj.]
 | Q1
 | 30
 | 5
 | [+]
 | 6
 |
| 
GBIO0009-1
 | 
Bioinformatics (english language) - Kristel Van Steen
 | Q1
 | 30
 | 30
 | -
 | 6
 |
 Optional courses
 |
|  Choose one module among the following, according to the student's former training and in agreement of the Jury :
 |
|  Module for the Bachelors in Computer Science
 |
|  Refresher course
 |
| 
BIOL0203-1
 | 
Introduction to cell biology - Marc Thiry
 | Q1
 | 20
 | -
 | -
 | 2
 |
| 
CHIM0632-1
 | 
Chemistry - André Luxen
 |
 | 30
 | 30
 | -
 | 6
 |
| 
BIOC0002-2
 | 
Biochemistry - Paulette Charlier
 | Q2
 | 30
 | 40
 | -
 | 7
 |
| 
CHIM0623-1
 | 
Physical chemistry applied to biochemistry - Edwin De Pauw
 | Q1
 | 10
 | 10
 | -
 | 2
 |
| 
GENE0210-3
 | 
Genetics and molecular biology - Marc Muller
 | Q1
 | 30
 | 40
 | -
 | 7
 |
|  Specialisation courses
 |
| 
INFO0004-2
 | 
Object-oriented programming projects (english language) - Laurent Mathy - [90h Proj.]
 | Q1
 | 20
 | -
 | [+]
 | 6
 |
| 
INFO0063-1
 | 
Object-oriented software engineering (english language) - Bernard Boigelot - [30h Proj.]
 | Q1
 | 30
 | 24
 | [+]
 | 6
 |
| 
INFO0016-1
 | 
Introduction to the theory of computation (english language) - Pierre Wolper
 | Q1
 | 30
 | 30
 | -
 | 6
 |
|  Module for the Bachelors in Chemical Sciences
 |
|  Refresher course
 |
| 
INFO0062-1
 | 
Object-Oriented Programming - Bernard Boigelot - [20h Proj.]
 | Q2
 | 30
 | 24
 | [+]
 | 6
 |
| 
INFO0902-1
 | 
Data structures and algorithms - Pierre Geurts - [40h Proj.]
 | Q2
 | 30
 | 20
 | [+]
 | 6
 |
| 
INFO0009-1
 | 
Database (general organisation) - Pierre Wolper - [25h Proj.]
 | Q2
 | 30
 | 25
 | [+]
 | 6
 |
| 
INFO0016-1
 | 
Introduction to the theory of computation (english language) - Pierre Wolper
 | Q1
 | 30
 | 30
 | -
 | 6
 |
|  Specialisation courses
 |
| 
BIOC0719-2
 | 
Enzymology - André Matagne
 | Q1
 | 15
 | 25
 | -
 | 5
 |
| 
BIOC0712-1
 | 
Interactions in biological macromolecules - Moreno Galleni
 | Q2
 | 20
 | 20
 | -
 | 5
 |
| 
GENE0001-5
 | 
Genetic engineering - Jacques Dommes
 | Q1
 | 20
 | -
 | -
 | 3
 |
| 
GENE0210-4
 | 
Genetics and molecular biology - Marc Muller
 | Q1
 | 20
 | 20
 | -
 | 5
 |
|  Module for the Bachelors in Biological Sciences
 |
|  Refresher course
 |
| 
INFO0062-1
 | 
Object-Oriented Programming - Bernard Boigelot - [20h Proj.]
 | Q2
 | 30
 | 24
 | [+]
 | 6
 |
| 
INFO0902-1
 | 
Data structures and algorithms - Pierre Geurts - [40h Proj.]
 | Q2
 | 30
 | 20
 | [+]
 | 6
 |
| 
INFO0009-1
 | 
Database (general organisation) - Pierre Wolper - [25h Proj.]
 | Q2
 | 30
 | 25
 | [+]
 | 6
 |
| 
MATH0232-4
 | 
Complement of General Mathematics - Françoise Bastin
 |
 | 25
 | 20
 | -
 | 6
 |
|  Specialisation courses
 |
| 
BIOC0719-2
 | 
Enzymology - André Matagne
 | Q1
 | 15
 | 25
 | -
 | 5
 |
| 
BIOC0712-1
 | 
Interactions in biological macromolecules - Moreno Galleni
 | Q2
 | 20
 | 20
 | -
 | 5
 |
| 
GENE0001-5
 | 
Genetic engineering - Jacques Dommes
 | Q1
 | 20
 | -
 | -
 | 3
 |
| 
GENE0448-2
 | 
Phylogenetic methods - Denis Baurain - [30h Mon. WS]
 | Q1
 | 20
 | -
 | [+]
 | 5
 |

In accordance with the Jury, any course already taken by students as part of curriculum will be replaced by an equivalent course.
 |
 Second year
 |
 Compulsory courses
 |
| 
STAT1750-1
 | 
Multivariate statistical analysis (english language) - Adelin Albert, Nadia Dardenne
 | Q1
 | 10
 | 10
 | -
 | 2
 |
| 
CHIM0624-1
 | 
Structure of biological macromolecules (general experimental aspects) : part a - Paulette Charlier, Christian Damblon, Edwin De Pauw
 | Q1
 | 20
 | 10
 | -
 | 3
 |
| 
GBIO0015-1
 | 
A tour in genetic epidemiology (english language) - Kristel Van Steen
 | Q2
 | 15
 | 15
 | -
 | 3
 |
| 
GBIO0017-1
 | 
Parametric identification of biological models - Dominique Toye
 | Q1
 | 10
 | 10
 | -
 | 2
 |
| 
SMEM0023-1
 | 
Final thesis - Collégialité
 |
 | -
 | -
 | -
 | 20
 |
 Research Focus
 |
|  Compulsory courses
 |
| 
CHIM0625-1
 | 
Molecular mechanics and molecular dynamics - Eric Sauvage
 | Q1
 | 10
 | 10
 | -
 | 2
 |
| 
GENE0442-1
 | 
Genomics - Michel Georges
 |
 | 10
 | 10
 | -
 | 2
 |
| 
GBIO0007-1
 | 
Gene sequencing and protein analysis : part a - Bernard Joris
 | Q1
 | 10
 | 10
 | -
 | 2
 |
| 
INFO0114-1
 | 
Programming project - Pierre Geurts
 | TA
 | -
 | 50
 | -
 | 5
 |
| 
STRA0014-1
 | 
Documentation and seminars - Eric Sauvage, Louis Wehenkel
 | TA
 | -
 | -
 | -
 | 3
 |
|  Optional courses
 |
|  Choose one module from :
 |
|  Structural Biology Module
 |
| 
CHIM0627-1
 | 
Structure of biological macromolecules (experimental aspects) : part b1 (RX, NMR) - Paulette Charlier, Christian Damblon
 | Q1
 | 15
 | 10
 | -
 | 3
 |
| 
CHIM0628-1
 | 
Structure of biological macromolecules (experimental aspects) part b2 (mass spectrometry) - Edwin De Pauw
 | TA
 | 15
 | 10
 | -
 | 3
 |
| 
CHIM0629-1
 | 
Structure of biological macromolecules (experimental aspects) : part b3 (AFM) - Anne-Sophie Duwez
 | Q1
 | 10
 | 10
 | -
 | 2
 |
|  Choose courses totalling 8 ECTS from the following :
 |
| [...] | the courses of the Systemic Biology module | | | | | - |
| [...] | the courses on the Modelisation of macroscopic ensembles module | | | | | - |
| [...] | List of complementary courses | | | | | - |
|  Systemic Biology Module
 |
| 
GBIO0016-1
 | 
Introduction to systems and synthetic biology (english language) - Eric Bullinger, Bernard Joris
 | Q2
 | 30
 | 30
 | -
 | 5
 |
| 
GBIO0021-2
 | 
Laboratory project - Thomas Desaive, Liesbet Geris
 | Q2
 | -
 | 40
 | -
 | 3
 |
|  Choose courses totalling 8 ECTS from the following :
 |
| [...] | the courses of the Structural Biology module. | | | | | - |
| [...] | the courses on the Modelisation of macroscopic ensembles module | | | | | - |
| [...] | List of complementary courses | | | | | - |
|  Modelling of Macroscopic Systems Module
 |
| 
SYST0019-1
 | 
Modelling of chemical systems - Dominique Toye
 | Q2
 | 10
 | 10
 | -
 | 2
 |
| 
OCEA0073-1
 | 
Numerical methods in geophysics, Part 1 - Jean-Marie Beckers
 | Q2
 | 15
 | 30
 | -
 | 4
 |
| 
GENE0446-2
 | 
Population genetics - Johan Michaux, Claire Remacle
 | Q1
 | 25
 | 15
 | -
 | 4
 |
|  Choose courses totalling 7 ECTS from the following :
 |
| [...] | the courses of the Structural Biology module. | | | | | - |
| [...] | the courses of the Systemic Biology module | | | | | - |
| [...] | List of complementary courses | | | | | - |
|  Complementary courses
 |
| 
CHIM0630-1
 | 
Proteomics - Edwin De Pauw
 | TA
 | 10
 | 10
 | -
 | 2
 |
| 
GBIO0011-1
 | 
Modeling of biological systems - Pierre Dauby, Liesbet Geris
 | Q2
 | 30
 | 30
 | -
 | 5
 |
| 
BIOC0714-1
 | 
Production of recombinant proteins in eukaryotic systems - Jacques Dommes
 | Q2
 | 15
 | -
 | -
 | 2
 |
| 
GBIO0019-1
 | 
Introduction to synthetic biology (english language) - Frank Delvigne, Bernard Joris
 | Q2
 | 10
 | 20
 | -
 | 3
 |
| [...] | A course worth a maximum of 5 credits, chosen in agreement with Jury, from the programme of courses of the Faculty of Science, the Faculty of Applied Sciences, the Faculty of Medicine and the Faculty of Veterinary Medicine at ULg, or from the programme of courses for the second year of the Masters in Bioinformatics and Modelling organised in another university belonging to the French-speaking community in Belgium (ULB) | | | | | - |

In accordance with the Jury, any course already taken by students as part of curriculum will be replaced by an equivalent course.
 |
 Second year - Adjusted programme for the holders of a Master's degree in biochemistry and molecular and cell biology, professional focus in bioinformatics and medelling
 |
 Compulsory courses
 |
| 
MATH0232-4
 | 
Complement of General Mathematics - Françoise Bastin
 |
 | 25
 | 20
 | -
 | 6
 |
| 
CHIM0625-1
 | 
Molecular mechanics and molecular dynamics - Eric Sauvage
 | Q1
 | 10
 | 10
 | -
 | 2
 |
| 
ELEN0062-1
 | 
Applied Inductive Learning (english language) - Pierre Geurts, Louis Wehenkel - [40h Proj.]
 | Q1
 | 30
 | 5
 | [+]
 | 6
 |
| 
INFO0062-1
 | 
Object-Oriented Programming - Bernard Boigelot - [20h Proj.]
 | Q2
 | 30
 | 24
 | [+]
 | 6
 |
| 
INFO0902-1
 | 
Data structures and algorithms - Pierre Geurts - [40h Proj.]
 | Q2
 | 30
 | 20
 | [+]
 | 6
 |
| 
STAT1750-1
 | 
Multivariate statistical analysis (english language) - Adelin Albert, Nadia Dardenne
 | Q1
 | 10
 | 10
 | -
 | 2
 |
| 
SMEM0023-1
 | 
Final thesis - Collégialité
 |
 | -
 | -
 | -
 | 20
 |
 Optional courses
 |
|  Choose one module from :
 |
|  Structural Biology Module
 |
| 
CHIM0627-1
 | 
Structure of biological macromolecules (experimental aspects) : part b1 (RX, NMR) - Paulette Charlier, Christian Damblon
 | Q1
 | 15
 | 10
 | -
 | 3
 |
| 
CHIM0628-1
 | 
Structure of biological macromolecules (experimental aspects) part b2 (mass spectrometry) - Edwin De Pauw
 | TA
 | 15
 | 10
 | -
 | 3
 |
| 
CHIM0629-1
 | 
Structure of biological macromolecules (experimental aspects) : part b3 (AFM) - Anne-Sophie Duwez
 | Q1
 | 10
 | 10
 | -
 | 2
 |
|  Choose courses totalling 4 ECTS from the following :
 |
| [...] | the courses of the Systemic Biology module | | | | | - |
| [...] | the courses of the Module modeling of macroscopic ensembles | | | | | - |
| [...] | List of complementary courses | | | | | - |
|  Systemic Biology Module
 |
| 
GBIO0021-2
 | 
Laboratory project - Thomas Desaive, Liesbet Geris
 | Q2
 | -
 | 40
 | -
 | 3
 |
| 
GBIO0016-1
 | 
Introduction to systems and synthetic biology (english language) - Eric Bullinger, Bernard Joris
 | Q2
 | 30
 | 30
 | -
 | 5
 |
|  Choose courses totalling 4 ECTS from the following :
 |
| [...] | the courses of the Structural Biology module. | | | | | - |
| [...] | the courses on the Modelisation of macroscopic ensembles module | | | | | - |
| [...] | List of complementary courses | | | | | - |
|  Modelling of Macroscopic Systems Module
 |
| 
SYST0019-1
 | 
Modelling of chemical systems - Dominique Toye
 | Q2
 | 10
 | 10
 | -
 | 2
 |
| 
OCEA0073-1
 | 
Numerical methods in geophysics, Part 1 - Jean-Marie Beckers
 | Q2
 | 15
 | 30
 | -
 | 4
 |
| 
GENE0446-2
 | 
Population genetics - Johan Michaux, Claire Remacle
 | Q1
 | 25
 | 15
 | -
 | 4
 |
|  Choose courses totalling 2 ECTS from the following :
 |
| [...] | the courses of the Structural Biology module. | | | | | - |
| [...] | the courses of the Systemic Biology module | | | | | - |
| [...] | List of complementary courses | | | | | - |
|  Complementary courses
 |
| 
CHIM0630-1
 | 
Proteomics - Edwin De Pauw
 | TA
 | 10
 | 10
 | -
 | 2
 |
| 
GBIO0011-1
 | 
Modeling of biological systems - Pierre Dauby, Liesbet Geris
 | Q2
 | 30
 | 30
 | -
 | 5
 |
| 
BIOC0714-1
 | 
Production of recombinant proteins in eukaryotic systems - Jacques Dommes
 | Q2
 | 15
 | -
 | -
 | 2
 |
| 
GBIO0019-1
 | 
Introduction to synthetic biology (english language) - Frank Delvigne, Bernard Joris
 | Q2
 | 10
 | 20
 | -
 | 3
 |
| [...] | A course worth a maximum of 5 credits, chosen in agreement with Jury, from the programme of courses of the Faculty of Science, the Faculty of Applied Sciences, the Faculty of Medicine and the Faculty of Veterinary Medicine at ULg, or from the programme of courses for the second year of the Masters in Bioinformatics and Modelling organised in another university belonging to the French-speaking community in Belgium (ULB) | | | | | - |
| 
 |
|  In accordance with the Jury, any course already taken by students as part of curriculum will be replaced by an equivalent course.
 |