Centrale Lyon training courses
en
fr
Specific courses for Computer science and Communication Option
General engineering
Optional Courses Curriculum
Semester 9
Sectoral Courses
Computer science and Communication
Content
Computer-based technology for Big Data
Representation and manipulation of structured data
Internet of objects and embedded concurrent systems
Machine learning
Project
Geometry Processing applied to Computer Graphics
Bayesian machine learning and text mining
Project
Code
24_I_G_S09_MS_INFO
Managers
Mohsen ARDABILIAN
General engineering
Common Core
Semester 5
Mathematics
Applied Analysis
Numerical Analysis
Probability theory and Statistics
Adapted Mathematics I : applied analysis - algebra
Adapted maths II : Probability theory and Statistics
Project
Adapted Mathematics III: Project
Electrical energy and Systems Control
Electrical Energy
Linear Control
Electric Drive Control
Fluids and Energy
Fluids and Energy - Concepts and applications
en/fr
Fluids and Energy - Experimental and numerical methods
Fluids and Energy - Project Labs
Computer Science
Algorithms and data structures
Object-oriented design and programming
Practical IT project
Modern Languages
English
en
Arabic
Chinese
German
Spanish
French as a foreign language
Italian
Japanese
Portuguese - Brazil
Russian
Professional Unit in the 5th Semester
Conferences
Physical Education and Sport
en/fr
Study Project
Career plan - tutoring - S5-S6-S7
CLIC - Centrale Lyon Innovation Camp
Climate
Introduction to ecological transition issues
Economics and management
Introduction to Economics
Business administration
Information Science and Engineering
Academic support STI
Electronic Systems
Signal processing
Analog to Digital conversion
Semester 6
Electrical energy and Systems Control
Electrical Energy
Linear Control
Electric Drive Control
Fluids and Energy
Fluids and Energy - Concepts and applications
en/fr
Fluids and Energy - Experimental and numerical methods
Fluids and Energy - Project Labs
Mechanical engineering
Mechanical Engineering
Technology Analysis & Product Development
Modelling & Design
Mechanism Design
Materials Engineering
From Matter to Materials: Structure and Properties
Practical courses in Material and Surface Science
Computer Science
Algorithms and data structures
Object-oriented design and programming
Practical IT project
Modern Languages
English 1A
en
Arabic
Chinese
German
Spanish
French as a foreign language
Italian
Japanese
Portuguese - Brazil
Russian
Solids Mechanics and Structures
Continuum mechanics of solids
Experimental analysis in continuum and solid mechanics
Digital Mock-Up
Structural Dynamics
Plasticity, forming
Physics and Chemistry of Matter
Physics
Chemistry
Lab Sessions PCM
Professional Unit in the 6th Semester
UE PRO Conferences
Discovering engineering
en/fr
Company visits
Sports
en/fr
Study Project
Professional Project Tutoring
WEEX_Wind Power
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WEEX_Waste & Pollution
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WEEX_Hydrogen
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First Year Training
First Year Internship
Information Science and Engineering
Electronic systems
Signal Processing
Analog to Digital and Digital to Analog conversions in audio systems
Semester 7
In-depth Courses
Power Electronics
Electromechanical Conversion
Automatic control with nonlinear phenomena
Multi-sensor, Multi-activator Control
Stabilty of flow and introduction to turbulence
Acoustics and Waves in Fluids
Supersonic Flow
Thermics and Combustion
Multi-body mechanical systems
Mechanical Engineering
Damage and Ruin of Materials
Materials and Innovative Surface Treatments
Amorphous Materials for Innovative Functional Structures
Biomechanics of Living Tissue and Prosthetic Biomaterials
Multimedia : concepts and technologies
Problem Resolution Strategies
Software Engineering: Model and process based software development
Data analysis and pattern recognition
en/fr
Vibration Analysis
Inelastic behaviour of structures
Probability theory and introduction to random processes
Numerical approximation for ODEs and PDEs
Quantum Mechanics and Applications
Molecular and supramolecular chemistry
Electrochemistry and Chemitronics
Dielectric and Semiconductor Physics
embedded systems architectures
Information theory and optimal filtering
Digital architectures for computing and information processing
en/fr
Communicant and Intelligent Sensors
Mechanical engineering
Mechanical Engineering
Practictal courses in Mechanical Engineering
Modelling & Design
Mechanism Design
Materials Engineering
From Matter to Materials: Structure and Properties
Practical courses in Material and Surface Science
Solids Mechanics and Structures
Continuum mechanics of solids
Experimental analysis in continuum and solid mechanics
Digital Mock-Up
Structural Dynamics
Plasticity, forming
Physics and Chemistry of Matter
Physics
Chemistry
Lab Sessions PCM
Human and social sciences
Individuals and society
Work in the contemporary societies and compagnies
Ethics
Modern Languages
English
en
Arabic
Chinese
German
Spanish
French as a foreign language
Italian
Japanese
Portuguese - Brazil
Russian
Professional Unit in the 7th Semester
Conferences
Accompagnement au projet professionnel
Career Plan | Workshops
Industrial Project
Research Project
WEEX_Wind Power
en/fr
WEEX_Waste & Pollution
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WEEX_Hydrogen
Optional Courses Curriculum
Semester 8
Optional Courses
Finite Element Method, from the theory to implementation
Mechanical Metamaterials
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Electrical energy
Optical methods
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Rotors dynamic in mechanical engineering
en
Numerical methods in mechanics
en
Life, Information and System
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Programming of graphic interface
Social, economical and political issues for a sustainable development
An Introduction to Meteorology and Oceanography
en
Collaborative algorithms and applications
Nuclear Engineering
Health engineering
Fablab practices
development of technical products
Political Sociology
Designing a Sustainable Packaging
Probability theory and introduction to stochastic processes
Marketing
Geographical information systems
en
Mathematical Biology
Circuits et dispositifs en micro-ondes
Introduction to Image Sensing and Processing
en/fr
Observation and Analysis of Materials
en
Soil mechanics
Multiphysics simulation in mechanical design
Philosophy of the sciences and the techniques
Space physics and solar-terrestrial coupling
en
Entrepreneurship and innovation
Machine Learning et Applications
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Adaptive filtering : application to active noise control
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Web applications
Physical chemistry of surfaces and interfaces
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Discrete event systems
Wind Turbines
Ecology and environment
Introduction to random vibrations
en
The Physics and Modelling of free surface flows
en
Globalization and Transcultural issues
Algorithms for Reasoning
Law and Work
Selection of Materials
en
From micro to macro in solid and fluid mechanics
Aircraft Turbojets
en
Mechanical systems and contacts
en/fr
Bio-Inspired Surface Engineering
en
Controverses socio-techniques
Market Finance
Smart mecatronics systems
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High voltage engineering and systems
Musical acoustics
en
Chaos and fractals
Antenna, Signal and Processors
Optimal Design and Computational Fluid Dynamics
en
Polymer materials : physical properties and innovations
en
Men and their Waste
Cost Manangement and entrepreneurial finance
Modern Languages S08
English
en
Arabic
Chinese
German
Spanish
French as a foreign language
Italian
Japanese
Portuguese - Brazil
Russian
Professionnelle
Sports
en/fr
Conferences
School of Architecture Project
Tutoring - Career plan
Project for Industrial Application
Projet Application - Recherche
Practical Internship
Practical Internship
Semester 9
Languages
English
en
Arabic
Chinese
German
Spanish
French as a foreign language
Italian
Japanese
Portuguese - Brazil
Russian
Business courses
Profession Specifics Modules
Engineering Systems
Quality management
Operations & Information Management (OPIM)
Company Law
Organisations and team management
Natural Risks
en
Intelligence économique et protection de l'information
Specific Profession courses
Eco-Design and Innovation
Advanced Design Processes
Modern design tools
Design and technological choices
First design of innovative products
CONFERENCES
Consulting
The fundamentals
Consulting project management
Become a Consultant
ICs Project
Startup and Business Developer
Startup Engineer & Business Developper
Design thinking
Markets and stakeholders
Negociation and communication
Business creation project
Technological and environmental risks management
Impacts environment and human health
Evaluation and quantification of risks
en/fr
Management, prevention and mitigation of risks
IMR Project
Research & development
Research-Project Management
Innovative Design and Creativity
Philosophy, sciences and society
Supply Chain and Firm Performance
Supply Chain and Firm Performance Engineer
Fresh Connection
L'entreprise étendue
L'entreprise agile
L'entreprise et la performance
Circular Economy
Circular Economy
ISP Project
Risk Management
Supply Chain Strategic Management
6-sigma & Lean
Industrial Structure
Operational Excellence
Discipline Specifics Modules
Numerical flow simulation
Fundamentals of turbomachines
en
Nanophotonics
en/fr
Physics of turbulent flows
en
Introduction to nonlinear vibrations
Environmental Acoustics
en/fr
Computing challenges of Big-Data
Coastal and Ocean Engineering
en
Statistical engineering
Power plant turbine technology
Soils survey and soils behaviour
Elastic wave propagation
Secure embedded systems
en/fr
System identification and sparse decompositions
Diagnosis and health monitoring
Advanced Control
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Green Computing
Energy, Storage, Conversion
Combustion
en
Operations Research
Mechanical assembly: architecture and geometry analyses
Deep learning & artificial intelligence : an introduction
en/fr
Human physiology and biotechnology
Uncertainties and heterogeneities in real structures
Processing and analysis of visual and audio data
en/fr
Construction materials
Autonomous microsystems
External Aerodynamics
en
Soft matter
en/fr
Durability of materials and structures
en
Tribology
en/fr
Climate change
en
Dynamics of biological human systems
Machine Learning and Data Mining
General Acoustics : Acoustics sources and sound propagation
en/fr
Structural dynamics
Aerodynamically generated sound
en/fr
Characterization of surfaces and nanostructures
Fluid-Structure Interactions
en/fr
River Hydraulics
en
Physics for Information Technology
Nuclear Energy
Stochastic differential equations and probabilistic numerical methods
en
Mechanics of composite materials and structures
en
STABILITY OF MECHANICAL SYSTEMS
Mechanical behavior of materials
Computer networks
Numerical methods for PDEs
Electric Power System
Engineering of a consumer object
Oceanography : general concepts and case studies
en
Entrepreneurial coaching 2
Database Systems
en/fr
Entrepreneurial coaching 1
EDP modelisation and mathematic analysis
Building & Architecture
Business development 1
Business development 2
Nanotechnologies
CyberSecurity
Cultural, social and economic openness
Sectoral Courses
Aeronautics
Specific courses for aeronautics Option
Lesson and conferences
Aeronautics Project
en/fr
Acoustics & Vibrations
Acoustics & Vibrations
Guidance & Steering
Guidance & Steering
en/fr
Materials & Structures
Materials & Structures
Propulsion
Propulsion
en
Bio-engineering and nanotechnology
Specific courses for Bio-engineering and nanotechnology
Conferences and visits
Project Option Bio-Engineering and Nanotechnology
Bio-engineering and nanotechnology
Medical Imaging
Interactions between materials & living world
Bioproduction
Bioinformatics, Biostatistics & Modelling
Nanotechnologies
Memories for Internet of Things
Intelligent Surfaces
Nano-Optical Devices
Energy
Specific courses for Energy Option
Thermal production
EN Project
On-board energy
Mobile systems Energy
Oil and Gas
On-board energy
Electrical Power Network
Nuclear engineering
Computer science and Communication
Specific courses for Computer science and Communication Option
Computer-based technology for Big Data
Representation and manipulation of structured data
Internet of objects and embedded concurrent systems
Machine learning
Project
Geometry Processing applied to Computer Graphics
Bayesian machine learning and text mining
Project
Mathematics and decision
Decision making
Process simulation
Marketing and Finances
Decision support systems
Project
Mathematical engineering
Mathematics and risk analysis
Sparsity & Convexity
Markovian & Gaussian processes
Introduction to Inverse Problems
Projet IM
Ecological Transition and Territories
Specific Courses_Civil and Environmental Engineering Option
Civil engineering and Environment
Civil engineering
Constructions
Transportation works and structures
TET project
Environment
Urban climate
en/fr
Regeneration and urban resilience
en/fr
Soil pollution
Transportation Issues
Specific courses for Transport and traffic Option
Traffic and environment
Traffic and environment
Traffic and environment
Traffic and environment
Transportation and Environment
Traffic and environment
Land Transport and Social Priorities
Transportation engineering
Transportation Safety
Transport logistics
TT project
Transportation noise
Vehicles technologies
Vehicle technologies
Land transport and social priorities
Transportation engineering
Combustion engine and hybrid
Vehicle technologies
TT project
Technological innovations
Segment Specifics Modules
Transonic Aerodynamics
en
Air and ground transportation noise
en
Complex systems fiability
Active Noise Control and Vibration
en/fr
Functionalized thin layers and surfaces
Game theory and algorithms
Choice of materials and assemblage
Macro Energy
Dynamic mechanisms
Electromagnetic Compatibility of power systems, interaction with environement
Construction of Energy Production
Hybrid electric vehicles : modelling and energy management
Unsteady flow in turbomachine
en
Confort et énergie de l'habitat
Atmospheric pollution
Enterprise computing
New Technologies of Information and Communication
Physical problems in unbounded media : mathematical analysis and numerics
en/fr
Complex phenomena in structural dynamics
Strategic Management
Tissue engineering and biomaterials
Microsystems, microsensors, microfluidic
Hydrology and Hydrogeology
en
Time Series Analysis
Stability of Rotating Machines
en
Health monitoring
en
Techniques for construction
Advanced soil engineering
Business development
Business information systems
Entrepreneurial coaching
Computer Graphics
Interactive Data Visualization
Ressources, energy, climate, societies
Semester 10
Final year traineeship
Final year traineeship