Training structure
Faculty of Science
Program
Select a program
L2 - General Math
The second year of the mathematics degree (L2 General Mathematics) is a stage of acquisition of fundamental elements and orientation. A first group of teaching units constitutes a base of knowledge and skills essential to all students in mathematics, whatever their future function and sector of activity. These teaching units are based on the following fundamental pillars: algebra and polynomials, differential and integral calculus, sequences and series.
A second group of teaching units constitutes an accompaniment of the student in his training course. These are elements of more numerical methodology with the use of computer tools linked to numerical analysis, elements of reasoning in the theory of probabilities, elements of deepening of modern languages and future orientation (PPE).
English S3
2 creditsAnalysis III integration and differential equations element
6 creditsProbabilities
5 creditsAlgebra III Reduction of endomorphisms
6 creditsArithmetic of polynomials
3 creditsCHOICE 1
5 creditsYour choice: 1 of 2
Modeling and object programming 1
5 creditsCHOICE 2
5 creditsChoice of 2 out of 2
Oral of mathematics
1 creditsThermodynamics 2
36h
Basic numerical analysis
3 credits
English S4
2 creditsAnalysis IV Sequences of functions, integer series, Fourier
8 creditsTopology of R^n and functions of several variables
5 creditsAlgebra IV Euclidean spaces
6 creditsStatistics
3 creditsNumerical linear algebra
4 creditsPPE in Mathematics
2 credits
L2 - CUPGE Maths
The CUPGE (Cycle Universitaire Préparatoire aux Grandes Ecoles) Mathematics-Physics program is a reinforced training program with a mathematical focus.
English S3
2 creditsAnalysis III integration and differential equations element
6 creditsProbabilities
5 creditsAlgebra III Reduction of endomorphisms
6 creditsDynamics of the Rigid Solid
Electrostatics & Magnetostatics
4 credits36hArithmetic of polynomials
3 creditsThermodynamics 2
36h
English S4
2 creditsAnalysis IV Sequences of functions, integer series, Fourier
8 creditsTopology of R^n and functions of several variables
5 creditsAlgebra IV Euclidean spaces
6 creditsStatistics
3 creditsNumerical linear algebra
4 creditsElectromagnetism
6 credits54hPPE in Mathematics
2 credits
L2 - Double Computer Science Mathematics
Modeling and object programming 1
5 creditsInformation Systems and Databases
5 creditsEnglish S3
2 creditsAnalysis III integration and differential equations element
6 creditsProbabilities
5 creditsAlgebra III Reduction of endomorphisms
6 creditsPropositional logic
5 creditsSystems
5 creditsBasic numerical analysis
3 credits
Analysis IV Sequences of functions, integer series, Fourier
8 creditsAlgorithms 3
5 creditsTopology of R^n and functions of several variables
5 creditsModeling and Object Programming 2
5 creditsEnglish S4
2 creditsCalculation models
5 creditsStatistics
3 creditsNumerical linear algebra
4 creditsPPE in Mathematics
2 credits
Analysis III integration and differential equations element
ECTS
6 credits
Component
Faculty of Science
This course will approach, in the continuity of the analysis course of S2, the notion of series with terms of any sign. The Riemann integral will be defined and applied to treat differential equations, especially linear ones. The integration part will be extended to generalized integrals.
Probabilities
ECTS
5 credits
Component
Faculty of Science
This course will introduce probability spaces, the notions of probability and independence and will define discrete and density random variables with an emphasis on modeling.
Algebra III Reduction of endomorphisms
ECTS
6 credits
Component
Faculty of Science
This course will cover the notions of symmetric group, determinants and will deal with the reduction of endomorphisms in finite dimension (up to Jordan form) and its applications. It is a first step towards spectral analysis.
Arithmetic of polynomials
ECTS
3 credits
Component
Faculty of Science
In this course, we will introduce an overview of algebraic structures (ring, ideal, body) before tackling the algebra K[X] and defining the arithmetic on polynomials by making parallels with the arithmetic of integers seen in L1. Computational parts on polynomial functions and rational fractions will be treated (explicit factorizations/decompositions).
Modeling and object programming 1
ECTS
5 credits
Component
Faculty of Science
The teaching unit presents the basic principles of modeling and programming by objects. The supporting languages are UML and Java, with possibly elements of Python at the end of the semester
From a modeling point of view, the teaching unit focuses on the modeling of static views, with class and instance diagrams. Through these diagrams, the notions of classes, instances, attributes, operations, associations, interfaces and specialization will be seen. Their parallel implementation in Java will allow to give them a concrete application and to show in particular the translation of associations in a programming language which does not have them. In Java, the focus will be on the notions of class, instance, inheritance, instance variable, class variable and method, visibility and organization in packages, and static and dynamic bindings. Data collections widely used in Java will be presented to translate some of the associations (lists and associative dictionaries). These collections will introduce students to the use of generic classes. The implementation of the concepts of object-oriented programming with Python may be addressed at the end of the semester depending on the progress.
Thermodynamics 2
Level of study
BAC +2
Component
Faculty of Science
Hourly volume
36h
This module completes and formalizes the notions of thermodynamics introduced by the EU Thermodynamics 1, by deepening several aspects: thermodynamic potentials defined from Legendre transformations, thermodynamics of open systems, phase transitions of the pure body and irreversible processes, with incursions at the microscopic level in order to give an overview of the physical foundations of the theory.
Basic numerical analysis
ECTS
3 credits
Component
Faculty of Science
In this course, the particularities of floating-point calculus will be discussed, followed by details of the usual elementary numerical methods for solving nonlinear equations, interpolating a function and approximating an integral. The student will learn how to implement an algorithm to solve a numerical analysis problem.
English S4
Level of study
BAC +2
ECTS
2 credits
Component
Faculty of Science
The first-semester course reviews the grammar essential for oral and written communication(tenses and aspect, asking questions, comparisons and superlatives, passive voice) as well as essential general vocabulary(numbers, measurements, shapes); it also includes an introduction to technical vocabulary(basic building materials, plane engine, bike parts, electronic device) through themed lessons and videos in the field of mechanical engineering.
Finally, numerous activities are offered to promote oral expression skills (presentation vocabulary, simulations, role-playing and board games), so that students are able to describe the specific features, functions and uses of a piece of technical equipment of their choice in an oral presentation by groups of two.
S4
Grammatical aspects are limited to a review of modal auxiliaries.
The vocabulary is much more focused on the various elements involved in the design and operation of different types of heat engines, and on emerging technologies(drones, driverless vehicles, 3D-printing).
Students are also expected to produce a CV in English and practice writing emails in a formal style, so as to be prepared for internship or job-seeking situations where fluency in English will either be necessary or an additional skill.
The practice of expression is always the main objective, with an individual oral presentation at the end of the semester of their second-year project in mechanics.
Analysis IV Sequences of functions, integer series, Fourier
ECTS
8 credits
Component
Faculty of Science
This course will cover the concepts of sequences and series of functions and the various convergences. The integer and Fourier series will also be developed.
Topology of R^n and functions of several variables
ECTS
5 credits
Component
Faculty of Science
In this course, an introduction to the topology of R^n, the basic notions of differential calculus of R^n functions in R and optimization will be covered. Parametric curves will also be covered.
Algebra IV Euclidean spaces
ECTS
6 credits
Component
Faculty of Science
This course is an introduction to bilinear algebra and will cover Euclidean and Hermitian spaces. It will deal with isometries, duality, quadratic forms and endomorphisms.
Statistics
ECTS
3 credits
Component
Faculty of Science
Introduction in this course of the main statistical concepts (graphic representation of data, indicators of central tendency and dispersion, relationship between two variables, confidence intervals).
Numerical linear algebra
ECTS
4 credits
Component
Faculty of Science
This course will cover numerical methods applied to linear algebra and more particularly to matrices. The notions of conditioning, matrix decompositions and iterative methods, and eigenvalue computation will be introduced.
PPE in Mathematics
ECTS
2 credits
Component
Faculty of Science
This course will allow students to discover the various careers in mathematics through presentations of job opportunities, thematic conferences and round tables.
For students who benefit from a pre-professionalization contract, the UE accompanies their activity in the institution, by bringing some elements intended to enrich their observation and to give them some distance. It is also a question of preparing the written work that they will have to submit.
Analysis III integration and differential equations element
ECTS
6 credits
Component
Faculty of Science
This course will approach, in the continuity of the analysis course of S2, the notion of series with terms of any sign. The Riemann integral will be defined and applied to treat differential equations, especially linear ones. The integration part will be extended to generalized integrals.
Probabilities
ECTS
5 credits
Component
Faculty of Science
This course will introduce probability spaces, the notions of probability and independence and will define discrete and density random variables with an emphasis on modeling.
Algebra III Reduction of endomorphisms
ECTS
6 credits
Component
Faculty of Science
This course will cover the notions of symmetric group, determinants and will deal with the reduction of endomorphisms in finite dimension (up to Jordan form) and its applications. It is a first step towards spectral analysis.
Dynamics of the Rigid Solid
Level of study
BAC +2
Component
Faculty of Science
This unit concerns the study of the mechanics of rigid solids. It is the natural continuation of the unit devoted to the kinematics and statics of rigid solids in L1. In this unit we will place ourselves in a dynamic framework and apply the Fundamental Principle of Dynamics. The writing of this principle requires the knowledge of the torsor of the external actions, studied in L1, but also the knowledge of the dynamic torsor. The latter can be calculated with the help of the kinetic torsor which, for a rigid solid, uses the notion of moment of inertia. The main applications studied in this unit concern the rigid solid or simple cases of articulated systems of rigid solids. In addition, we will study the particular case of contact and friction actions (Coulomb friction) and we will approach the Kinetic Energy Theorem.
Electrostatics & Magnetostatics
Level of study
BAC +2
ECTS
4 credits
Component
Faculty of Science
Hourly volume
36h
This course is the first step in the teaching of electromagnetism at the university. Electrostatics, stationary currents and magnetostatics are covered.
See the syllabus in the "More info" tab
Arithmetic of polynomials
ECTS
3 credits
Component
Faculty of Science
In this course, we will introduce an overview of algebraic structures (ring, ideal, body) before tackling the algebra K[X] and defining the arithmetic on polynomials by making parallels with the arithmetic of integers seen in L1. Computational parts on polynomial functions and rational fractions will be treated (explicit factorizations/decompositions).
Thermodynamics 2
Level of study
BAC +2
Component
Faculty of Science
Hourly volume
36h
This module completes and formalizes the notions of thermodynamics introduced by the EU Thermodynamics 1, by deepening several aspects: thermodynamic potentials defined from Legendre transformations, thermodynamics of open systems, phase transitions of the pure body and irreversible processes, with incursions at the microscopic level in order to give an overview of the physical foundations of the theory.
English S4
Level of study
BAC +2
ECTS
2 credits
Component
Faculty of Science
The first-semester course reviews the grammar essential for oral and written communication(tenses and aspect, asking questions, comparisons and superlatives, passive voice) as well as essential general vocabulary(numbers, measurements, shapes); it also includes an introduction to technical vocabulary(basic building materials, plane engine, bike parts, electronic device) through themed lessons and videos in the field of mechanical engineering.
Finally, numerous activities are offered to promote oral expression skills (presentation vocabulary, simulations, role-playing and board games), so that students are able to describe the specific features, functions and uses of a piece of technical equipment of their choice in an oral presentation by groups of two.
S4
Grammatical aspects are limited to a review of modal auxiliaries.
The vocabulary is much more focused on the various elements involved in the design and operation of different types of heat engines, and on emerging technologies(drones, driverless vehicles, 3D-printing).
Students are also expected to produce a CV in English and practice writing emails in a formal style, so as to be prepared for internship or job-seeking situations where fluency in English will either be necessary or an additional skill.
The practice of expression is always the main objective, with an individual oral presentation at the end of the semester of their second-year project in mechanics.
Analysis IV Sequences of functions, integer series, Fourier
ECTS
8 credits
Component
Faculty of Science
This course will cover the concepts of sequences and series of functions and the various convergences. The integer and Fourier series will also be developed.
Topology of R^n and functions of several variables
ECTS
5 credits
Component
Faculty of Science
In this course, an introduction to the topology of R^n, the basic notions of differential calculus of R^n functions in R and optimization will be covered. Parametric curves will also be covered.
Algebra IV Euclidean spaces
ECTS
6 credits
Component
Faculty of Science
This course is an introduction to bilinear algebra and will cover Euclidean and Hermitian spaces. It will deal with isometries, duality, quadratic forms and endomorphisms.
Statistics
ECTS
3 credits
Component
Faculty of Science
Introduction in this course of the main statistical concepts (graphic representation of data, indicators of central tendency and dispersion, relationship between two variables, confidence intervals).
Numerical linear algebra
ECTS
4 credits
Component
Faculty of Science
This course will cover numerical methods applied to linear algebra and more particularly to matrices. The notions of conditioning, matrix decompositions and iterative methods, and eigenvalue computation will be introduced.
Electromagnetism
Level of study
BAC +2
ECTS
6 credits
Component
Faculty of Science
Hourly volume
54h
The first part of this course aims to consolidate the notions of magnetostatics and to establish the relations of the electromagnetic field at the interface of a plane of charges or current. We also introduce the expression of Laplace forces (force and moment) acting on volumetric or filiform circuits. The second part is devoted to the properties of fields and potentials in variable regime. After introducing Faraday's law describing induction phenomena, we establish Maxwell's time-dependent equations. An energetic treatment allows us to define the electric and magnetic energies, as well as the Poynting vector. We apply these concepts to different examples such as electromechanical conversion or induction heating via eddy currents. A last chapter is devoted to the equations of propagation of fields and potentials, and to their application in vacuum-like systems, as well as in perfect conductors and insulators. The notion of skin depth is also introduced.
PPE in Mathematics
ECTS
2 credits
Component
Faculty of Science
This course will allow students to discover the various careers in mathematics through presentations of job opportunities, thematic conferences and round tables.
For students who benefit from a pre-professionalization contract, the UE accompanies their activity in the institution, by bringing some elements intended to enrich their observation and to give them some distance. It is also a question of preparing the written work that they will have to submit.
Modeling and object programming 1
ECTS
5 credits
Component
Faculty of Science
The teaching unit presents the basic principles of modeling and programming by objects. The supporting languages are UML and Java, with possibly elements of Python at the end of the semester
From a modeling point of view, the teaching unit focuses on the modeling of static views, with class and instance diagrams. Through these diagrams, the notions of classes, instances, attributes, operations, associations, interfaces and specialization will be seen. Their parallel implementation in Java will allow to give them a concrete application and to show in particular the translation of associations in a programming language which does not have them. In Java, the focus will be on the notions of class, instance, inheritance, instance variable, class variable and method, visibility and organization in packages, and static and dynamic bindings. Data collections widely used in Java will be presented to translate some of the associations (lists and associative dictionaries). These collections will introduce students to the use of generic classes. The implementation of the concepts of object-oriented programming with Python may be addressed at the end of the semester depending on the progress.
Information Systems and Databases
ECTS
5 credits
Component
Faculty of Science
This course presents the design of processing in an information system and the management of relational databases. We will cover the following points:
(1) Information systems: Introduction of the entity/association model, relational model, processing modeling (conceptual processing model, organizational processing model),
(2) Databases: creation, manipulation and interrogation of relational databases.
Analysis III integration and differential equations element
ECTS
6 credits
Component
Faculty of Science
This course will approach, in the continuity of the analysis course of S2, the notion of series with terms of any sign. The Riemann integral will be defined and applied to treat differential equations, especially linear ones. The integration part will be extended to generalized integrals.
Probabilities
ECTS
5 credits
Component
Faculty of Science
This course will introduce probability spaces, the notions of probability and independence and will define discrete and density random variables with an emphasis on modeling.
Algebra III Reduction of endomorphisms
ECTS
6 credits
Component
Faculty of Science
This course will cover the notions of symmetric group, determinants and will deal with the reduction of endomorphisms in finite dimension (up to Jordan form) and its applications. It is a first step towards spectral analysis.
Propositional logic
ECTS
5 credits
Component
Faculty of Science
- Formal syntax of propositional logic: symbols, connectors, well-formed formulas, syntactic trees, normal and clausal forms
- Semantics of propositional logic: interpretation, model, truth tables, satisfiability, validity, semantic equivalence, logical consequence
- Modeling: formalization of problems in propositional logic, expressiveness limit of propositional logic
- Formal proof: sequences, inference rules, axioms, theorems, LK system, resolution method
- Correctness and completeness of a system with respect to a semantic: proof of correctness and completeness of the LK and of the resolution method (reduced to the propositional case)
- Correspondence from Curry-Howard
- Introduction to first order logic (predicate calculus) without function symbol
Systems
ECTS
5 credits
Component
Faculty of Science
The objective of this course is to describe the main concepts of operating systems and in particular of Unix.
Basic numerical analysis
ECTS
3 credits
Component
Faculty of Science
In this course, the particularities of floating-point calculus will be discussed, followed by details of the usual elementary numerical methods for solving nonlinear equations, interpolating a function and approximating an integral. The student will learn how to implement an algorithm to solve a numerical analysis problem.
Analysis IV Sequences of functions, integer series, Fourier
ECTS
8 credits
Component
Faculty of Science
This course will cover the concepts of sequences and series of functions and the various convergences. The integer and Fourier series will also be developed.
Topology of R^n and functions of several variables
ECTS
5 credits
Component
Faculty of Science
In this course, an introduction to the topology of R^n, the basic notions of differential calculus of R^n functions in R and optimization will be covered. Parametric curves will also be covered.
Modeling and Object Programming 2
ECTS
5 credits
Component
Faculty of Science
Students will be able to model and develop using advanced aspects of object-oriented programming and will have acquired good programming practices. They will be able to create UML diagrams expressing the dynamics of interactions in a system and will consolidate their knowledge of structural modeling.
Statistics
ECTS
3 credits
Component
Faculty of Science
Introduction in this course of the main statistical concepts (graphic representation of data, indicators of central tendency and dispersion, relationship between two variables, confidence intervals).
Numerical linear algebra
ECTS
4 credits
Component
Faculty of Science
This course will cover numerical methods applied to linear algebra and more particularly to matrices. The notions of conditioning, matrix decompositions and iterative methods, and eigenvalue computation will be introduced.
PPE in Mathematics
ECTS
2 credits
Component
Faculty of Science
This course will allow students to discover the various careers in mathematics through presentations of job opportunities, thematic conferences and round tables.
For students who benefit from a pre-professionalization contract, the UE accompanies their activity in the institution, by bringing some elements intended to enrich their observation and to give them some distance. It is also a question of preparing the written work that they will have to submit.