Master Mathématiques et applications
Master of Science in industrial and applied mathematics (MSIAM)
Présentation et objectifs
Currently, applied mathematics is an area that provides many job opportunities, in industry and in the academic world. There is a great demand for mathematical engineers on topics such as scientific computation, big data analysis, imaging and computer graphics, with applications in many fields such as physics, medicine, biology, engineering, finance, environmental sciences.
The master of Science in industrial and applied mathematics (MSIAM) offers a large spectrum of courses, covering areas where the research in applied math in Grenoble is at the best level. Our graduates are trained to become experts and leaders in scientific and technological projects where mathematical modeling and computing issues are central, in industry or research. A large and distinguished graduate Faculty participate in the program, bringing their expertise in a wide range of areas of mathematics including applied analysis, numerical analysis and scientific computing, probability theory and statistics, computational graphics, image analysis and processing, and applied geometry.
The academic program is a two-year master program (120 ECTS), fully taught in English. It combines three semesters of courses and laboratory work (90 ECTS) with a six-month individual research project (30 ECTS).
The first year is composed of a common core which provides theoretical and practical grounds in probability and statistics, PDE and modelling, images and geometry as well as computer sciences, optimisation and cryptology.
In the second year, the first semester is divided in 2 tracks :
- Modeling, Scientific Computing and Image analysis (MSCI)
- Data Science (DS)
The second semester is devoted to the master thesis project.
The course is labelled "Core AI" by MIAI.
Présentation
Présentation
Dimension internationale :
Formation tournée vers l’internationalThe training is entirely given in English and is open to an international audience.
The international relations correspondent at your university will be able to advise you.
Further information: https://international.univ-grenoble-alpes.fr/partir-a-l-international/partir-etudier-a-l-etranger-dans-le-cadre-d-un-programme-d-echanges/
Partenariats:
Établissement(s) co-accrédité(s)
- Institut Polytechnique de Grenoble
- Université Grenoble Alpes
Établissement(s) partenaire(s)
Laboratoire(s) partenaire(s)
Autres(s) structure(s) partenaire(s)
Programme
Programme
Master applied mathematics 1re année
- Semestre 7
- UE English
En présence :
- UE Object-oriented and software design 3 crédits ECTS
- UE Signal and image processing 6 crédits ECTS
- UE Geometric Modelling 6 crédits ECTS
- UE Systèmes dynamiques 3 crédits ECTS
- UE Instabilities and Turbulences 3 crédits ECTS
- UE Dynamiques des fluides turbulents 3 crédits ECTS
En présence :
- UE Applied probability and statistics 6 crédits ECTS
2 option(s) au choix parmi 6
- UE Operations Research (MG et AM) 6 crédits ECTS
- UE Operations Research 3 crédits ECTS
- Operations Research Complementary
En présence :
- UE 3D Graphics 3 crédits ECTS
- 3D Graphics Complementary
En présence :
- UE 3D Graphics 3 crédits ECTS
En présence :
En présence :
Master applied mathematics 1ere année parcours Graduate School
- Semester 7
- UE English
En présence :
- UE Object-oriented and software design 3 crédits ECTS
- UE Signal and image processing 6 crédits ECTS
- UE Geometric Modelling 6 crédits ECTS
- UE Applied probability and statistics 6 crédits ECTS
1 option(s) au choix parmi 6
- UE Introduction to cryptology (AM) 6 crédits ECTS
- UE Operations Research 3 crédits ECTS
- Operations Research Complementary
En présence :
- UE 3D Graphics 3 crédits ECTS
- 3D Graphics Complementary
En présence :
- UE 3D Graphics 3 crédits ECTS
En présence :
En présence :
Master MSIAM modeling, scientific computing and image analysis (MSCI) 2e année
- Semestre 9
- UE Differential Calculus, Wavelets and Applications 6 crédits ECTS
- UE Fluid Mechanics and Granular Materials 6 crédits ECTS
- UE GPU Computing 3 crédits ECTS
- UE Handling uncertainties in (large-scale) numerical models 6 crédits ECTS
- UE Quantum Information & Dynamics 6 crédits ECTS
- UE Optimal transport: theory, applications and related numerical methods 6 crédits ECTS
- UE Statistical learning: from parametric to nonparametric models 6 crédits ECTS
- UE Temporal, spatial and extreme event analysis 6 crédits ECTS
En présence :
- UE An introduction to shape and topology optimization 3 crédits ECTS
- UE Efficient methods in optimization 3 crédits ECTS
- UE Computational biology 6 crédits ECTS
- UE Software development tools and methods 3 crédits ECTS
- UE Geophysical imaging 3 crédits ECTS
- UE Modeling seminar and projects 6 crédits ECTS
- UE Research projects 30 crédits ECTS
Master MSIAM data science (DS) 2e année
- Semestre 9
- UE Advanced Machine Learning: Applications to Vision, Audio and Text 6 crédits ECTS
- UE Data science seminars and Challenge 6 crédits ECTS
- UE Differential Calculus, Wavelets and Applications 6 crédits ECTS
- UE From Basic Machine Learning models to Advanced Kernel Learning 6 crédits ECTS
- UE Handling uncertainties in (large-scale) numerical models 6 crédits ECTS
- UE GPU Computing 3 crédits ECTS
- UE Learning, Probabilities and Causality 6 crédits ECTS
- UE Mathematical Foundations of Machine Learning 6 crédits ECTS
- UE Optimal transport: theory, applications and related numerical methods 6 crédits ECTS
- UE Natural Language Processing & Information Retrieval 6 crédits ECTS
- UE Statistical learning: from parametric to nonparametric models 6 crédits ECTS
- UE Temporal, spatial and extreme event analysis 6 crédits ECTS
En présence :
- UE An introduction to shape and topology optimization 3 crédits ECTS
- UE Computational biology 6 crédits ECTS
- UE Efficient methods in optimization 3 crédits ECTS
- UE Modeling seminar and projects 6 crédits ECTS
- UE Software development tools and methods 3 crédits ECTS
- UE Research projects 30 crédits ECTS
Master 2e année parcours Graduate School
- Semestre 9
- UE GS_MSTIC_Ethique de la recherche 6 crédits ECTS
- UE Refresh courses
- UE GPU Computing 3 crédits ECTS
- UE Differential Calculus, Wavelets and Applications 6 crédits ECTS
- UE Optimal transport: theory, applications and related numerical methods 6 crédits ECTS
- UE Fluid Mechanics and Granular Materials 6 crédits ECTS
- UE Handling uncertainties in (large-scale) numerical models 6 crédits ECTS
- UE Temporal, spatial and extreme event analysis 6 crédits ECTS
- UE Advanced Machine Learning: Applications to Vision, Audio and Text 6 crédits ECTS
- UE Natural Language Processing & Information Retrieval 6 crédits ECTS
- UE From Basic Machine Learning models to Advanced Kernel Learning 6 crédits ECTS
- UE Mathematical Foundations of Machine Learning 6 crédits ECTS
- UE Statistical learning: from parametric to nonparametric models 6 crédits ECTS
- UE Learning, Probabilities and Causality 6 crédits ECTS
- UE Data science seminars and Challenge 6 crédits ECTS
- UE Quantum Information & Dynamics 6 crédits ECTS
- UE Numerical Mechanics 6 crédits ECTS
En présence :
- UE Software development tools and methods 3 crédits ECTS
- UE Modeling seminar and projects 6 crédits ECTS
- UE Geophysical imaging 3 crédits ECTS
- UE An introduction to shape and topology optimization 3 crédits ECTS
- UE Efficient methods in optimization 3 crédits ECTS
- UE Computational biology 6 crédits ECTS
- UE Research projects 30 crédits ECTS
Admission
Admission
Condition d'accès
To be admitted to the program, candidates must have previously completed their undergraduate studies and been awarded a bachelor degree in Mathematics or Applied mathematics, or equivalent. MSIAM is a two-years master degree. Students can apply to 1st yearor directly to second year.
- Admission in MSIAM 1st year : anyone holding a 3rd year or bachelor degree in mathematics or applied mathematics or an equivalent degree, interested in pursuing a high level mathematical education and motivated by the applications of mathematics. The minimum requirement is to have earned at least the equivalent of 180 ECTS credits
- Admission in MSIAM 2nd year : anyone holding a first year of master (60 ECTS credits) in mathematics or applied mathematics or an equivalent degree, interested in pursuing a high level mathematical education and motivated by the applications of mathematics. The minimum requirement is to have earned at least the equivalent of 240 ECTS credits.
Important notes :
- Students from related backgrounds (physics, computer science, engineering,…) may also apply provided they possess outstanding mathematical qualifications and are highly motivated by applications
- Eligibility : only individuals who have an excellent academic record will be considered. Applications from students from traditionally underrepresented groups are particularly encouraged
- Academic standing : Fellows must maintain full-time status in the master’s program, and must be engaged in full-time coursework or research during the academic year (september 1st – july 31st)
Public continuing education : You are in charge of continuing education :
- if you resume your studies after 2 years of interruption of studies
- or if you followed a formation under the regime formation continues one of the 2 preceding years
- or if you are an employee, job seeker, self-employed
If you do not have the diploma required to integrate the training, you can undertake a validation of personal and professional achievements (VAPP)
Candidature
Do you want to apply and register? Note that the procedure differs depending on the degree considered, the degree obtained, or the place of residence for foreign students.
Find out which procedure applies to me and apply
Pré-requis
Language requirements :
-
Students are required to provide evidence of Competence in English.
English scores required MSIAM programs: TOEFL IBT 78, CBT 210, Paper 547 / TOEIC 700 / Cambridge FCE / IELTS 6.0 min.
This is equivalent to CEFR level B2.If you have successfully completed a degree (or equivalent) course at a University in one of the following countries then you meet the English requirement automatically: Australia, Canada, Guyana, Ireland, New Zealand, South Africa, United Kingdom, United States of America, West Indies.
- An A2 level in French is recommended
Candidature
Do you want to apply and register? Note that the procedure differs depending on the degree considered, the degree obtained, or the place of residence for foreign students.
Télécharger
Contacts
Responsables pédagogiques
Boris Thibert
Sylvain Meignen
Sana Louhichi
Christophe Picard
Secrétariat de scolarité
Bérengère Duc
Elise Ros
Sur le web
En bref
Discipline : Informatique, Mathématiques, Sciences et technologies de l'information et de la communication, IngénierieModalités : Formation initiale / continue
Langues : Anglais
Lieux : Grenoble - Domaine universitaire
Dimension internationale : Oui
Durée des études : 2 ans
Niveau de recrutement : Bac +3