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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 workThe modules of LEPL2020 course are organized over the two annual blocks of the master's degree. It is strongly recommended that students take them from year 1, but they will only be able to register for the course at the earliest the year in which they present their final graduation project.
Students who have other professional integration activities in their personal programme, or who can demonstrate an equivalent activity could be exempted from this course. This equivalence is at the discretion of the examination board. Another activity should then be chosen to reach the number of ECTS required for their graduation.
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Professional Focus [30.0]Content:LINMA2380 Matrix computationsLINMA2470 Stochastic modelling
EN
q2 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Philippe Chevalier
> Mehdi Madani (compensates Philippe Chevalier)
LINMA2471 Optimization models and methods IIEN
q1 30h+22.5h 5 credits > French-friendlyTeacher(s):
> François Glineur
> Geovani Nunes Grapiglia
LINMA2710 Scientific computing -
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 EconomicsLINMA2450 Combinatorial optimizationEN
q1 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Julien Hendrickx
> Geovani Nunes Grapiglia
LINMA2460 Optimization : Nonlinear programmingLINMA2491 Operational ResearchLINMA2345 Game theory -
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 systemsEN
q1 30h+30h 5 credits > French-friendlyTeacher(s):
> Hari Teja Kalidindi (compensates Philippe Lefèvre)
> Laurent Opsomer (compensates Philippe Lefèvre)
Hari Teja Kalidindi (compensates Philippe Lefèvre)
EN
q1 30h+30h 5 credits > French-friendlyTeacher(s):
> Pierre-Antoine Absil
> Laurent Jacques (coord.)
> Estelle Massart
> Geovani Nunes Grapiglia
LINMA2361 Nonlinear dynamical systemsLINMA2671 Advanced control and applicationsLINMA2875 System IdentificationLINMA2510 Mathematical ecology -
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 24credit(s)Content:EN
q1 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Jean-Charles Delvenne
> Jean-Charles Delvenne (compensates Vincent Blondel)
LMECA2170 Numerical GeometryLMECA2300 Advanced Numerical MethodsEN
q2 30h+30h 5 credits > French-friendlyTeacher(s):
> Philippe Chatelain
> Christophe Craeye (coord.)
> Vincent Legat
> Jean-François Remacle
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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.)
> Benoît Legat (compensates Vincent Blondel)
Elective courses in data scienceEN
q1 30h+30h 5 credits > French-friendlyTeacher(s):
> John Lee
> John Lee (compensates Michel Verleysen)
LELEC2885 Image processing and computer visionEN
q1 30h+30h 5 credits > French-friendlyTeacher(s):
> Christophe De Vleeschouwer (coord.)
> Laurent Jacques
LINFO2145 Cloud ComputingLINFO2172 DatabasesLINFO2364 Mining Patterns in DataLINFO2275 Data mining & decision makingLDATS2360 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.
Content:LACTU2030 Life insurance actuarial scienceLACTU2220 Asset and Liability ManagementLACTU2210 Quantitative Risk ManagementLINMA2725 Financial mathematics -
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 systemsLINFO2144 Secured systems engineeringLINFO2347 Computer system securityLELEC2348 Information theory and codingEN
q2 30h+15h 5 credits > French-friendlyTeacher(s):
> Jérôme Louveaux
> Benoît Macq
> Olivier Pereira
LMAT2440 Number theoryLMAT2450 CryptographyLELEC2770 Privacy Enhancing technologyEN
q1 30h+30h 5 credits > French-friendlyTeacher(s):
> Olivier Pereira
> François-Xavier Standaert
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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)
LGBIO2020 BioinstrumentationEN
q2 30h+30h 5 credits > French-friendlyTeacher(s):
> André Mouraux
> Dounia Mulders (compensates Michel Verleysen)
LGBIO2030 BiomaterialsLGBIO2040 BiomechanicsLGBIO2050 Medical ImagingLGBIO2060 Modelling of biological systemsEN
q1 30h+30h 5 credits > French-friendlyTeacher(s):
> Hari Teja Kalidindi (compensates Philippe Lefèvre)
> Laurent Opsomer (compensates Philippe Lefèvre)
Hari Teja Kalidindi (compensates Philippe Lefèvre)
LGBIO2072 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.
LDATS2360 Seminar in data management: basicLINFO2275 Data mining & decision makingModule 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
FR
q1 27.5h+7.5h 3 credits > English-friendlyTeacher(s):
> Xavier Draye
> Frédéric Gaspart
> Laura Symul
LSTAT2040 Statistical analysisLSTAT2130 Introduction to Bayesian statisticsLSTAT2220 Analysis of survival and duration dataLSTAT2310 Statistical quality control.LSTAT2330 Statistics in clinical trials.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
> John Lee (compensates Michel Verleysen)
LINMA2472 Algorithms in data scienceEN
q1 30h+22.5h 5 credits > French-friendlyTeacher(s):
> Jean-Charles Delvenne (coord.)
> Benoît Legat (compensates Vincent Blondel)
LINFO2275 Data mining & decision makingLSTAT2040 Statistical analysisLSTAT2110 Data AnalysisLSTAT2120 Linear modelsLSTAT2130 Introduction to Bayesian statisticsLSTAT2170 Times seriesLDATS2360 Seminar in data management: basicCourses of interestLECON2031 Applied Econometrics : Time SeriesLECON2033 Applied econometrics: MicroeconometricsLELEC1360 TELECOMMUNICATIONSLELEC2880 Estimation and communication theoryEN
q2 30h+30h 5 credits > French-friendlyTeacher(s):
> Jérôme Louveaux (coord.)
> Luc Vandendorpe
LELEC2900 Signal processingLELEC2348 Information theory and codingEN
q2 30h+15h 5 credits > French-friendlyTeacher(s):
> Jérôme Louveaux
> Benoît Macq
> Olivier Pereira
LMAT1371 Probability TheoryLMAT2130 Partial differential equationsLMECA1100 Deformable solid mechanics.LMECA1321 Fluid mechanics and transfer phenomena.LMECA2660 Numerical methods in fluid mechanicsLELME2732 Robot modelling and controlEN
q2 30h+30h 5 credits > French-friendlyTeacher(s):
> Nicolas Docquier (compensates Renaud Ronsse)
LSTAT2100 Discrete data analysis.LDATS2350 Data MiningLGCIV2056 Marine HydrodynamicsLMAPR2018 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 ContextOne course between
From 3 to 5credit(s)LEPL2210 Ethics and ICTCours en marketingMGEST1108 MarketingMLSMM2136 Trends in Digital MarketingMLSMM2134 e-Consumer BehaviorCours en Sourcing and ProcurementLLSMS2036 Supply Chain ProcurementLLSMS2038 Procurement Organisation and ScopeEN
q1 30h 5 creditsTeacher(s):
> Constantin Blome
> Canan Kocabasoglu Hillmer (compensates Constantin Blome)
LLSMS2037 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 Interdisciplinary Program in Entrepreneurship - INEO
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 entrepreneuriat (INEO) 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 INEO 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 /fr/etudier/ineo.
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 coursesLINEO2001 Théorie de l'entrepreneuriatLINEO2003 Plan d'affaires et étapes-clefs de la création d'entrepriseLes séances du cours LINEO2003 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 coursesStudent who have not taken management courses during their previous studies must enroll in LINEO2021.
LINEO2021 Financer son projet -
Cours au choix en connaissances socio-économiquesContent:LFSA2995 Company InternshipLINMA2360 Project in mathematical engineeringLINMA2120 Applied mathematics seminar
EN
q1+q2 30h 3 credits > French-friendlyTeacher(s):
> Pierre-Antoine Absil
> Gianluca Bianchin
> Frédéric Crevecoeur
> Jean-Charles Delvenne
> François Glineur
> Julien Hendrickx
> Laurent Jacques
> Raphaël Jungers
> Estelle Massart (coord.)
> Geovani Nunes Grapiglia
Pierre-Antoine Absil
LINMA2415 Quantitative Energy EconomicsLACTU2030 Life insurance actuarial scienceEN
q1+q2 30h+30h 5 credits > French-friendlyTeacher(s):
> Sophie Demoustier
> Sophie Demoustier (compensates Philippe Lefèvre)
> Renaud Ronsse
> Renaud Ronsse (compensates Philippe Lefèvre)
Sophie Demoustier
EN
q2 30h 3 credits > French-friendlyTeacher(s):
> Denis Flandre
> Isabelle Huynen
> Jérôme Louveaux
LMECA2711 Quality management and control.LSTAT2380 Statistical consultingLSTAT2390 Applied statistics workshopsLINFO2399 Industrial seminar in computer scienceLINFO2402 Open Source ProjectLLSMS2034 Supply Chain Planning
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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 GermanDE
q1+q2 30h 3 creditsTeacher(s):
> Caroline Klein (coord.)
> Mélanie Mottin (compensates Caroline Klein)
LALLE2501 Professional development seminar-GermanDE
q1+q2 30h 5 creditsTeacher(s):
> Caroline Klein (coord.)
> Mélanie Mottin (compensates Caroline Klein)
Group dynamicsLEPL2351 Become a tutorFR
q1 15h+30h 3 creditsTeacher(s):
> Jean-Charles Delvenne (coord.)
> Delphine Ducarme
> Thomas Pardoen
> Benoît Raucent
LEPL2352 Become a tutorFR
q2 15h+30h 3 creditsTeacher(s):
> Jean-Charles Delvenne (coord.)
> Delphine Ducarme
> Thomas Pardoen
> Benoît Raucent
Autres UEs hors-EPLL'étudiant·e peut choisir maximum 8 crédits de cours hors EPL, considérés comme non-disciplinaires par la commission de programme.
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