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Core curriculum for the Masters degree in Engineering and Applied Mathematics [27.0]LINMA2990 Graduation project/End of studies projectThe graduation project can be written and presented in French or English, in consultation with the supervisor. It may be accessible to exchange students by prior agreement between the supervisors and/or the two universities.
EN
q1+q2 25 credits
LEPL2020 Professional integration workLes modules du cours LEPL2020 sont organisés sur les deux blocs annuels du master. Il est fortement recommandé à l’étudiant.e de les suivre dès le bloc annuel 1, mais il.elle ne pourra inscrire le cours que dans son programme de bloc annuel 2.
EN
q1+q2 30h+15h 2 credits > French-friendlyTeacher(s):
> Myriam Banaï
> Francesco Contino (coord.)
> Delphine Ducarme
> Jean-Pierre Raskin
Myriam Banaï
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Professional Focus [30.0]Content:
EN
q1 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Jean-Charles Delvenne
Jean-Charles Delvenne
LINMA2380 Matrix computationsEN
q1 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Jean-Charles Delvenne (compensates Raphaël Jungers)
Jean-Charles Delvenne (compensates Raphaël Jungers)
LINMA2470 Stochastic modellingEN
q2 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Philippe Chevalier
> Mehdi Madani (compensates Philippe Chevalier)
Philippe Chevalier
LINMA2471 Optimization models and methods IIEN
q1 30h+22.5h 5 credits > French-friendlyTeacher(s):
> François Glineur
> Geovani Nunes Grapiglia
François Glineur
LINMA2710 Scientific computingEN
q2 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Pierre-Antoine Absil
> Karl Meerbergen (compensates Anthony Papavasiliou)
Pierre-Antoine Absil
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Options
Dans la rubrique "Options du master ingénieur civil en mathématiques appliquées", l'étudiant·e sélectionne au moins 20 crédits parmi les trois premières options.
Dans la rubrique "Options et cours au choix en connaissances socioéconomiques", l'étudiant·e valide une des deux options ou choisit obligatoirement au minimum 3 crédits parmi les cours au choix ou les cours de l’option en enjeux de l’entreprise.-
Majors for the Master's degree in mathematical engineering
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Major in Optimization and operations research engineering
This option provides the students with advanced skills in optimization models and methods (continuous or discrete, deterministic or stochastic) and introduces them to various domains of application, among which operations research (quantitative methods for decision making).
From 20 to 25credit(s)Content:LINMA2415 Quantitative Energy EconomicsEN
q2 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Gauthier de Maere d'Aertrycke (compensates Anthony Papavasiliou)
Gauthier de Maere d'Aertrycke (compensates Anthony Papavasiliou)
LINMA2450 Combinatorial optimizationEN
q1 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Julien Hendrickx
> Geovani Nunes Grapiglia
Julien Hendrickx
LINMA2460 Optimization : Nonlinear programmingEN
q2 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Geovani Nunes Grapiglia
Geovani Nunes Grapiglia
LINMA2491 Operational ResearchEN
q2 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Mehdi Madani (compensates Anthony Papavasiliou)
Mehdi Madani (compensates Anthony Papavasiliou)
LINMA2345 Game theoryEN
q2 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Matthew Philippe (compensates Raphaël Jungers)
Matthew Philippe (compensates Raphaël Jungers)
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Major in Systems and control engineering
This option provides students with advanced skills in the modelling and analysis of dynamical systems and in the design of control laws, with applications in biological systems and ecological and epidemiological processes in particular.
From 20 to 30credit(s)Content:LGBIO2060 Modelling of biological systemsLINMA2361 Nonlinear dynamical systemsEN
q1 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Pierre-Antoine Absil
> Estelle Massart
Pierre-Antoine Absil
LINMA2671 Advanced control and applicationsLINMA2875 System IdentificationLINMA2510 Mathematical ecologyEN
q2 30h+22.5h 5 credits > French-friendlyEric Deleersnijder
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Major in Computational engineering
This option provides students with advanced skills in modelling techniques and numerical simulation methods to analyse and solve various engineering problems.
From 20 to 25credit(s)Content:EN
q1 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Jean-Charles Delvenne
> Jean-Charles Delvenne (compensates Vincent Blondel)
Jean-Charles Delvenne
LMECA2170 Numerical GeometryEN
q1 30h+30h 5 creditsTeacher(s):
> Vincent Legat
> Jean-François Remacle
Vincent Legat
LMECA2300 Advanced Numerical MethodsEN
q2 30h+30h 5 creditsTeacher(s):
> Philippe Chatelain
> Christophe Craeye (coord.)
> Vincent Legat
> Jean-François Remacle
Philippe Chatelain
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Major in Data science
This option proposes a selection of courses of statistics, data mining, algorithmics and data architectures that introduce the students to several facets of Data Science.
From 20 to 30credit(s)Content:Compulsory courses in data scienceLINMA2472 Algorithms in data scienceEN
q1 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Jean-Charles Delvenne (coord.)
> Gautier Krings (compensates Vincent Blondel)
Jean-Charles Delvenne (coord.)
Elective courses in data scienceEN
q1 30h+30h 5 credits > French-friendlyTeacher(s):
> John Lee
> Michel Verleysen
John Lee
LINFO2145 Cloud ComputingLINFO2172 DatabasesEN
q2 30h+30h 5 credits > French-friendlyTeacher(s):
> Thibault Helleputte (compensates Pierre Dupont)
Thibault Helleputte (compensates Pierre Dupont)
LINFO2364 Mining Patterns in DataLINFO2275 Data mining & decision makingFR
q1 15h+15h 4 creditsTeacher(s):
> Céline Bugli (compensates Bernadette Govaerts)
Céline Bugli (compensates Bernadette Govaerts)
LDATS2360 Seminar in data management: basicLDATA2010 Information visualisation -
Major in Financial mathematics
The objective of this major is to introduce students to quantitative financial techniques and actuarial sciences by presenting deterministic and stochastic mathematical methods used in financial markets. The main subjects covered deal with the evaluation of financial assets and insurance products in continuous-time. Special attention is paid to numerical simulation methods. In addition, for students who will to enroll in the Master's degree programme in actuarial sciences, all the compulsory courses of the programme ACTU2M validated in this major will be valorized.
From 15 to 20credit(s)Content:LINMA2725 Financial mathematicsLACTU2020 Fixed income mathematicsLACTU2030 LIFE INSURANCELACTU2170 STOCHASTIC FINANCE -
Major in Cryptography and information security
As with the Master’s degree engineering programmes in electricity, computer sciences and applied mathematics, this major provides students with the knowledge of fundamental algorithms and mathematics in order to better understand information security as well as the design and implementation of solutions for problems related to electronic circuits and information systems.
Content:Elective coursesIn order to validate this option INFO and MAP students have to take at least 20 credits and the ELEC, DATE and DATI students have to take at least 15 credits among:
LELEC2760 Secure electronic circuits and systemsEN
q2 30h+30h 5 credits > French-friendlyTeacher(s):
> François-Xavier Standaert
François-Xavier Standaert
LINFO2144 Secured systems engineeringLINFO2347 Computer system securityLINGI2348 Information theory and codingEN
q2 30h+15h 5 credits > French-friendlyTeacher(s):
> Jérôme Louveaux
> Benoît Macq
> Olivier Pereira
Jérôme Louveaux
LMAT2440 Number theoryFR
q1 30h+15h 5 credits > English-friendlyTeacher(s):
> Pierre-Emmanuel Caprace
> Olivier Pereira
Pierre-Emmanuel Caprace
LMAT2450 CryptographyLELEC2770 Privacy Enhancing technologyEN
q1 30h+30h 5 credits > French-friendlyTeacher(s):
> Olivier Pereira
> François-Xavier Standaert
Olivier Pereira
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Major in biomedical engineering
The goal of this major is to train engineers who are capable of meeting the future technological challenges in the scientific and technical areas of biomedical engineering. This major provides students with basic knowledge of several areas of biomedical engineering such as bioinstrumentation, biomaterials, medical imaging, mathematical modelling, artificial organs and rehabilitation, and biomechanics. Through the collaboration between the Louvain School of Engineering and the School of Medicine, students benefit from an interdisciplinary programme where the art of engineering is applied to the complex and varied biomedical field.
From 15 to 30credit(s)Content:Elective courses in biomedical engineeringStudents enrolled in this major must select a minimum of 15 credits among the following elective courses except for those students enrolled in the Master's degree programme in computer science and engineering who are required to take 20 credits.
LGBIO2010 BioinformaticsEN
q1 30h+30h 5 credits > French-friendlyTeacher(s):
> Vincent Branders (compensates Pierre Dupont)
Vincent Branders (compensates Pierre Dupont)
LGBIO2020 BioinstrumentationEN
q1 30h+30h 5 credits > French-friendlyTeacher(s):
> André Mouraux
> Michel Verleysen
André Mouraux
LGBIO2030 BiomaterialsEN
q1 30h+30h 5 credits > French-friendlyTeacher(s):
> Sophie Demoustier
> Christine Dupont
Sophie Demoustier
LGBIO2040 BiomechanicsLGBIO2050 Medical ImagingEN
q1 30h+30h 5 credits > French-friendlyTeacher(s):
> Greet Kerckhofs
> John Lee
> Benoît Macq
> Frank Peeters
Greet Kerckhofs
LGBIO2060 Modelling of biological systemsLGBIO2072 Mathematical models in neuroscience -
Cours au choix disciplinairesContent:Complement to the major in financial mathematicsIn addition, students who would like to enrol subsequently in the Master in Actuarial Sciences will be able to add value to all the compulsory courses in the ACTU2M programme that they will have validated in the financial mathematics option.
LACTU2010 NON LIFE INSURANCELACTU2040 PENSION FUNDINGLACTU2210 Quantitative Risk ManagementModule in Biostatistics and TechnometryStudents taking 30 credits in this module will be able to complete the Master in Statistics, Biostatistics orientation [120 credits] in one year. More information via the Secretariat of the School of Statistics, Biostatistics and Actuarial Sciences (LSBA): info-stat-actu@uclouvain.be
LBIRA2110B Applied EconometricsFR
q1 27.5h+7.5h 3 credits > English-friendlyTeacher(s):
> Xavier Draye
> Frédéric Gaspart
> Bernadette Govaerts
Xavier Draye
LSTAT2040 Statistical analysisFR
q2 30h+15h 5 creditsTeacher(s):
> Benjamin Colling (compensates Anouar El Ghouch)
Benjamin Colling (compensates Anouar El Ghouch)
LSTAT2130 Introduction to Bayesian statisticsLSTAT2220 Analysis of survival and duration dataLSTAT2310 Statistical quality control.FR
q1 15h+5h 4 credits > English-friendlyTeacher(s):
> Bernard Francq (compensates Bernadette Govaerts)
Bernard Francq (compensates Bernadette Govaerts)
LSTAT2330 Statistics in clinical trials.FR
q2 22.5h+7.5h 5 creditsTeacher(s):
> Catherine Legrand
> Annie Robert
Catherine Legrand
LDATS2360 Seminar in data management: basicModule in General Statistics and MathematicsStudents taking 30 credits in this module will be able to complete the Master in Statistics [120 credits] in one year. More information via the Secretariat of the School of Statistics, Biostatistics and Actuarial Sciences (LSBA): info-stat-actu@uclouvain.be
EN
q1 30h+30h 5 credits > French-friendlyTeacher(s):
> John Lee
> Michel Verleysen
John Lee
EN
q2 30h+30h 5 credits > French-friendlyTeacher(s):
> Thibault Helleputte (compensates Pierre Dupont)
Thibault Helleputte (compensates Pierre Dupont)
LINMA2472 Algorithms in data scienceEN
q1 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Jean-Charles Delvenne (coord.)
> Gautier Krings (compensates Vincent Blondel)
Jean-Charles Delvenne (coord.)
LINFO2275 Data mining & decision makingFR
q1 15h+15h 4 creditsTeacher(s):
> Céline Bugli (compensates Bernadette Govaerts)
Céline Bugli (compensates Bernadette Govaerts)
LSTAT2040 Statistical analysisFR
q2 30h+15h 5 creditsTeacher(s):
> Benjamin Colling (compensates Anouar El Ghouch)
Benjamin Colling (compensates Anouar El Ghouch)
LSTAT2110 Data AnalysisLSTAT2120 Linear modelsLSTAT2130 Introduction to Bayesian statisticsLSTAT2170 Times seriesLDATS2360 Seminar in data management: basicCourses of interestFR
q2 30h 5 creditsTeacher(s):
> Grégory de Walque (compensates David De la Croix)
Grégory de Walque (compensates David De la Croix)
LECON2031 Applied Econometrics : Time SeriesLECON2033 Applied econometrics: MicroeconometricsFR
q1 30h+12h 5 creditsTeacher(s):
> Muriel Dejemeppe
> Bertrand Verheyden (compensates Muriel Dejemeppe)
Muriel Dejemeppe
LELEC1360 TELECOMMUNICATIONSFR
q2 30h+30h 5 creditsTeacher(s):
> Charles Wiame (compensates Luc Vandendorpe)
Charles Wiame (compensates Luc Vandendorpe)
LELEC2880 Estimation and communication theoryEN
q2 30h+30h 5 credits > French-friendlyTeacher(s):
> Jérôme Louveaux (coord.)
Jérôme Louveaux (coord.)
LELEC2885 Image processing and computer visionEN
q1 30h+30h 5 credits > French-friendlyTeacher(s):
> Christophe De Vleeschouwer (coord.)
> Laurent Jacques
Christophe De Vleeschouwer (coord.)
LELEC2900 Signal processingEN
q2 30h+30h 5 credits > French-friendlyTeacher(s):
> Laurent Jacques
> François Rottenberg (compensates Luc Vandendorpe)
Laurent Jacques
LINGI2348 Information theory and codingEN
q2 30h+15h 5 credits > French-friendlyTeacher(s):
> Jérôme Louveaux
> Benoît Macq
> Olivier Pereira
Jérôme Louveaux
LMAT1371 Probability TheoryLMAT2130 Partial differential equationsLMECA1100 Deformable solid mechanics.LMECA1321 Fluid mechanics and transfer phenomena.FR
q1 30h+30h 5 creditsTeacher(s):
> Vincent Legat
> Grégoire Winckelmans
Vincent Legat
LMECA2660 Numerical methods in fluid mechanicsLELME2732 Robot modelling and controlLSTAT2100 Discrete data analysis.FR
q2 30h+7.5h 5 creditsTeacher(s):
> Cécile Adam (compensates Anouar El Ghouch)
Cécile Adam (compensates Anouar El Ghouch)
LDATS2350 Data MiningLGCIV2056 Marine HydrodynamicsLLSMS2034 Supply Chain PlanningLMAPR2018 RheologyLGBIO2072 Mathematical models in neuroscience
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Options et cours au choix en connaissances socio-économiques
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Business risks and opportunitiesContent:LEPL2211 Business issues introductionLEPL2212 Financial performance indicatorsLEPL2214 Law, Regulation and Legal Context
FR
q1 30h+5h 4 creditsTeacher(s):
> Vincent Cassiers
> Werner Derycke
Vincent Cassiers
One course between
From 3 to 5credit(s)LEPL2210 Ethics and ICTEN
q2 30h 3 credits > French-friendlyTeacher(s):
> Axel Gosseries
> Olivier Pereira
Axel Gosseries
Cours en marketingMGEST1108 MarketingMLSMM2136 Trends in Digital MarketingMLSMM2134 e-Consumer BehaviorCours en Sourcing and ProcurementLLSMS2036 Supply Chain ProcurementEN
q1 30h 5 creditsTeacher(s):
> Constantin Blome
> Antony Paulraj (compensates Per Joakim Agrell)
Constantin Blome
LLSMS2038 Procurement Organisation and ScopeLLSMS2037 Sourcing StrategyAlternative to the major in business risks and opportunities for computer science studentsComputer science students who have already taken courses in this field while pursuing their Bachelor's degree may choose between 16-20 credits from the courses offered in the management minor for computer sciences.
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Major in small and medium sized business creation
Commune à la plupart des masters de l'EPL, cette option a pour objectif de familiariser l'étudiant·e avec les spécificités de l'entreprenariat et de la création d’entreprise afin de développer chez lui les aptitudes, connaissances et outils nécessaires à la création d'entreprise.
Cette option rassemble des étudiants de différentes facultés en équipes interdisciplinaires afin de créer un projet entrepreneurial. La formation interdisciplinaire en création d’entreprise (CPME) est une option qui s’étend sur 2 ans et s’intègre dans plus de 30 Masters de 9 facultés/écoles de l’UCLouvain. Le choix de l’option CPME implique la réalisation d’un mémoire interfacultaire (en équipe) portant sur un projet de création d’entreprise. L’accès à cette option, ainsi qu'à chacun des cours, est limité aux étudiant·es sélectionnés sur dossier. Toutes les informations sur www.uclouvain.be/cpme.
L'étudiant.e qui choisit de valider cette option doit sélectionner au minimum 20 crédits et au maximum 25 crédits. Cette option n'est pas accessible en anglais et ne peut être prise simultanément avec l'option « Enjeux de l'entreprise ».Content:Required courses for the major in small and medium sized businessesLCPME2001 Théorie de l'entrepreneuriatLCPME2003 Plan d'affaires et étapes-clefs de la création d'entrepriseLes séances du cours LCPME2003 sont réparties sur les deux blocs annuels du master. L'étudiant doit les suivre dès le bloc annuel 1, mais ne pourra inscrire le cours que dans son programme de bloc annuel 2.
Prerequisite CPME coursesStudent who have not taken management courses during their previous studies must enroll in LCPME2021.
LCPME2021 Financer son projet -
Cours au choix en connaissances socio-économiquesContent:LFSA2995 Company Internship
FR
q1+q2 30h 10 creditsTeacher(s):
> Dimitri Lederer
> Jean-Pierre Raskin
Dimitri Lederer
LFSA2212 Innovation classesEN
q1 30h+15h 5 credits > French-friendlyTeacher(s):
> Benoît Macq
> Jean-Pierre Raskin
> Benoît Raucent
Benoît Macq
LINMA2360 Project in mathematical engineeringEN
q1+q2 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Pierre-Antoine Absil
> Laurent Jacques (compensates Anthony Papavasiliou)
Pierre-Antoine Absil
LINMA2120 Applied mathematics seminarEN
q1+q2 30h 5 credits > French-friendlyTeacher(s):
> Pierre-Antoine Absil
> Gianluca Bianchin
> Frédéric Crevecoeur (coord.)
> Jean-Charles Delvenne
> François Glineur
> Julien Hendrickx
> Laurent Jacques
> Raphaël Jungers
> Estelle Massart (compensates Anthony Papavasiliou)
> Geovani Nunes Grapiglia
Pierre-Antoine Absil
LINMA2415 Quantitative Energy EconomicsEN
q2 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Gauthier de Maere d'Aertrycke (compensates Anthony Papavasiliou)
Gauthier de Maere d'Aertrycke (compensates Anthony Papavasiliou)
LACTU2170 STOCHASTIC FINANCELACTU2030 LIFE INSURANCELLSMS2034 Supply Chain PlanningEN
q1+q2 30h+30h 5 credits > French-friendlyTeacher(s):
> Sophie Demoustier
> Philippe Lefèvre
> Renaud Ronsse
Sophie Demoustier
EN
q2 30h 3 credits > French-friendlyTeacher(s):
> Denis Flandre
> Isabelle Huynen
> Jérôme Louveaux
Denis Flandre
LMECA2711 Quality management and control.LSTAT2380 Statistical consultingLSTAT2390 Applied statistics workshopsEN
q1+q2 15h 3 credits > French-friendlyTeacher(s):
> Catherine Legrand
> Christian Ritter
Catherine Legrand
LINFO2399 Industrial seminar in computer scienceEN
q2 30h 3 credits > French-friendlyTeacher(s):
> Yves Deville
> Bernard Geubelle
Yves Deville
LINFO2402 Open Source Project
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Others elective courses
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Others elective coursesContent:Les étudiant·e·s peuvent également inscrire à leur programme tout cours faisant partie des programmes d'autres masters de l'EPL moyennant l'approbation du jury restreint.
LanguagesStudents may select from any language course offered at the ILV. Special attention is placed on the following seminars in professional development:
LALLE2500 Professional development seminar GermanLALLE2501 Professional development seminar-GermanES
q1 30h 3 creditsTeacher(s):
> Rocio Cuberos Vicente
> Paula Lorente Fernandez (coord.)
Rocio Cuberos Vicente
ES
q1 30h 5 creditsTeacher(s):
> Rocio Cuberos Vicente
> Paula Lorente Fernandez (coord.)
Rocio Cuberos Vicente
NL
q1 or q2 30h 3 creditsTeacher(s):
> Marie-Laurence Lambrecht (coord.)
Marie-Laurence Lambrecht (coord.)
NL
q1 or q2 30h 3 creditsTeacher(s):
> Dag Houdmont
> Marie-Laurence Lambrecht (coord.)
Dag Houdmont
Group dynamicsLEPL2351 Group dynamics - Q1FR
q1 15h+30h 3 creditsTeacher(s):
> Delphine Ducarme
> Claude Oestges (coord.)
> Thomas Pardoen
> Benoît Raucent
Delphine Ducarme
LEPL2352 Group dynamics - Q2FR
q2 15h+30h 3 creditsTeacher(s):
> Delphine Ducarme
> Claude Oestges (coord.)
> Thomas Pardoen
> Benoît Raucent
Delphine Ducarme
Autres UEs hors-EPLL'étudiant·e peut choisir maximum 8 ects de cours hors EPL considérés comme non-disciplinaires par la commission de diplôme
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