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Core curriculum for the Masters degree in Engineering and Applied Mathematics [25.0]
LINMA2990
Graduation project/End of studies project
The 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
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Professional Focus [30.0]
Content:
EN
q1
30h+22.5h
5
credits
> French-friendly
Teacher(s):
> Pierre-Antoine Absil (compensates Jean-Charles Delvenne)
EN
q1
30h+22.5h
5
credits
> French-friendly
Teacher(s):
> François Glineur
> Geovani Nunes Grapiglia
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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.
In the "Options and elective courses in socio-economic knowledge" section, the student validates one of the two options or must choose at least 6 credits from the courses in the option in business issues (maximum one class of innovation may be chosen, maximum one course among those offered by the CPs may be taken into account in these 6 credits).
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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).
The student who wishes to validate this option must select at least 20 credits from the courses offered.
Content:
EN
q1
30h+22.5h
5
credits
> French-friendly
Teacher(s):
> Julien Hendrickx
> Geovani Nunes Grapiglia
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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.
The student who wishes to validate this option must select at least 20 credits from the courses offered.
Content:
EN
q2
30h+30h
5
credits
-
Major in Computational data engineering and machine learning
The aim of this option is to familiarise students with modern, advanced techniques for the mathematical processing of data-based engineering problems. Students will discover the algorithms, theories and other mathematical tools underlying the many emerging applications in data science (neural networks, (statistical) machine learning, intensive computing, etc.).
The student who wishes to validate this option must select at least 20 credits from the courses offered.
Content:
EN
q1
30h+22.5h
5
credits
> French-friendly
Teacher(s):
> Vincent Blondel
> Gaëtan Cassiers (compensates Jean-Charles Delvenne)
EN
q2
30h+22.5h
5
credits
> French-friendly
Teacher(s):
> Frédéric Crevecoeur
> Léopold Van Brandt (compensates Jean-Charles Delvenne)
LINMA2474
High-Dimensional Data Analysis and Optimization
Le cours LINMA2474 ne peut être choisi si le cours LINMA2300 a déjà été crédité.
EN
q2
30h+30h
5
credits
LINMA2222
Stochastic Optimal Control and Reinforcement Learning
Le cours LINMA2222 ne peut être choisi si le cours LINMA2725 a déjà été crédité.
EN
q1+q2
30h+22.5h
5
credits
> French-friendly
Teacher(s):
> Pierre-Antoine Absil
> Pierre-Antoine Absil (compensates Laurent Jacques)
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Major in Artificial intelligence and its applications
The aim of this option is to provide broad, cross-disciplinary skills in the broad, interdisciplinary field of artificial intelligence. Students will acquire a general knowledge of artificial intelligence that will enable them to tackle modern engineering problems in their entirety.
The student who wishes to validate this option must select at least 20 credits from the courses offered.
Content:
Elective courses in data science
EN
q1
30h+30h
5
credits
> French-friendly
Teacher(s):
> Christophe De Vleeschouwer
> Christophe De Vleeschouwer (compensates Laurent Jacques)
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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.
The student who wishes to validate this option must select at least 20 credits from the courses offered.
Content:
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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.
The student who wishes to validate this option must select at least 20 credits from the courses offered.
Content:
Elective courses
In order to validate this option INFO and MAP students have to take 20 credits at least and ELEC and DATA students 15 credits at least among:
EN
q2
30h+15h
5
credits
> French-friendly
Teacher(s):
> Charles-Henry Bertrand Van Ouytsel (coord.)
> Gaëtan Cassiers
EN
q2
30h+15h
5
credits
> French-friendly
Teacher(s):
> Jérôme Louveaux
> Benoît Macq
> 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.
Students who choose to take this option must select a minimum of 15 credits from the courses on offer.
Content:
Required courses in biomedical engineering
Students 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.
EN
q1
30h+30h
5
credits
> French-friendly
Teacher(s):
> Vincent Branders (compensates Pierre Dupont)
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Cours au choix disciplinaires
Content:
Complement to the major in financial mathematics
In 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.
Module in Biostatistics and Technometry
Students 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
Module in General Statistics and Mathematics
Students 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
FR
q1
30h+7.5h
5
credits
Courses of interest
EN
q2
30h+30h
5
credits
> French-friendly
Teacher(s):
> Gianluca Bianchin (compensates Laurent Jacques)
> Luc Vandendorpe
EN
q2
30h+15h
5
credits
> French-friendly
Teacher(s):
> Jérôme Louveaux
> Benoît Macq
> Olivier Pereira
FR
q1
30h
5
credits
Teacher(s):
> Raphaël Jungers
> Raphaël Jungers (compensates Jean-Charles Delvenne)
EN
q2
30h+30h
5
credits
> French-friendly
Teacher(s):
> Nicolas Docquier (compensates Renaud Ronsse)
EN
q2
15h+15h
5
credits
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Options et cours au choix en connaissances socio-économiques
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Business risks and opportunities
The student who wishes to validate this option must select at least 15 credits among the courses offered (maximum one course among those offered by the CPs can be taken into account in these 15 credits).
This option cannot be taken simultaneously with the “Interdisciplinary training in entrepreneurship - INEO” option.
Content:
Cours spécifiques aux enjeux de l'entreprise
LFSA2995
Company Internship
This course cannot be chosen by GCE Masters students as part of the business issues option, as part of their compulsory courses.
LEPL1805
People management
This course cannot be chosen if it has already been validated in the bachelor's degree.
LEPL2210
Ethics and ICT
This course cannot be chosen if the LLSMS2280 course has already been validated.
FR
q1
30h+0h
3
credits
LLSMS2280
Business Ethics and Compliance Management
Ce cours ne peut être choisi si le cours LEPL2210 a déjà été validé.
EN
q1
30h
5
credits
Innovation classe
Maximum one innovation class can be chosen.
Courses offered by the Program Commission
EN
q1+q2
30h+22.5h
5
credits
> French-friendly
Teacher(s):
> Pierre-Antoine Absil
> Pierre-Antoine Absil (compensates Laurent Jacques)
EN
q1+q2
30h
3
credits
> French-friendly
Teacher(s):
> Pierre-Antoine Absil
> Gianluca Bianchin
> Frédéric Crevecoeur
> François Glineur
> Julien Hendrickx
> Laurent Jacques
> Raphaël Jungers (coord.)
> Estelle Massart
> Estelle Massart (compensates Jean-Charles Delvenne)
> Geovani Nunes Grapiglia
Pierre-Antoine Absil, Gianluca Bianchin, Frédéric Crevecoeur, François Glineur, Julien Hendrickx, Laurent Jacques, Raphaël Jungers (coord.), Estelle Massart, Estelle Massart (compensates Jean-Charles Delvenne), Geovani Nunes Grapiglia
EN
q1+q2
30h+30h
5
credits
> French-friendly
Teacher(s):
> Sophie Demoustier
> Philippe Lefèvre
> Renaud Ronsse
EN
q2
30h
3
credits
> French-friendly
Teacher(s):
> Denis Flandre
> Isabelle Huynen
> Jérôme Louveaux
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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 https://uclouvain.be/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:
Cours obligatoires:
LINEO2003
Plan d'affaires et étapes-clefs de la création d'entreprise
Les 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.
Cours préalable:
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Others elective courses
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Others elective courses
Content:
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.
Languages
Students may select from any language course offered at the ILV. Special attention is placed on the following seminars in professional development:
Group dynamics
FR
q1
15h+30h
3
credits
Teacher(s):
> Jean-Charles Delvenne (coord.)
> Delphine Ducarme
> Thomas Pardoen
> Thomas Pardoen (compensates Jean-Charles Delvenne)
Jean-Charles Delvenne (coord.), Delphine Ducarme, Thomas Pardoen, Thomas Pardoen (compensates Jean-Charles Delvenne)
FR
q2
15h+30h
3
credits
Teacher(s):
> Jean-Charles Delvenne (coord.)
> Delphine Ducarme
> Thomas Pardoen
> Thomas Pardoen (compensates Jean-Charles Delvenne)
Jean-Charles Delvenne (coord.), Delphine Ducarme, Thomas Pardoen, Thomas Pardoen (compensates Jean-Charles Delvenne)
Autres UEs hors-EPL
L'étudiant·e peut choisir maximum 8 crédits de cours hors EPL, considérés comme non-disciplinaires par la commission de programme.
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