Engineering degree 2A - 3A - Semester 7

Curriculum->Engineering degree->Semester 7

Courses and group of courses name

ECTS

hours per student

- Semester 7 GEN 30.0 364.0
- - Complementary teachings S7 0.0 0.0
  - Atelier CV - HPATELCV 0.0 0.0
- - Reactor physics 1 6.0 68.0
  - Reactor physics introduction - 4PMGIPR1 2.5 34.0
    Interaction of radiation with matter - 4PMGIRM1 2.0 22.0
    Nuclear reactor technology - 4PMGTRN9 1.5 12.0
- - UE Physics 1 6.0 72.0
  - Solid mecanics & materials - 4PMGMSM9 2.0 16.0
    Quantum physics - 4PMGPHQ1 2.5 44.0
    Non equilibrium semiconductors physics - 4PMGSCP7 1.5 12.0
- - UE Thermal-hydraulics 1 6.0 74.0
  - Thermal transfert & heat exchanges - 4PMGEDC2 2.0 24.0
    Fluid mechanics - 4PMGMEF9 2.5 30.0
    Thermal machines - 4PMGTHM9 1.5 20.0
- - UE Engineering sciences 6.0 82.0
  - Mathematics tools for engineering - 4PMGMAT9 2.0 26.0
    Numerical methods - 4PMGMMU9 4.0 56.0
- - UE Languages and Professionalizing Semester 7 6.0 68.0
  - - Obligatory courses UE LFP semester 7 4.0 52.0
    - English Semester 7 - 4PMCAN32 2.0 24.0
      Sport Semester 7 - 4PMCEP32 1.0 24.0
      Worker training evaluation - 4PMCREX3 1.0 4.0
  - - Financial Management - Marketing-Consulting (choice of 1 child element) 2.0 16.0
    - Financial diagnosis - 4PMCGFI9 2.0 14.0
      Introduction to sustainable design - 4PMCISD1 2.0 20.0
      Marketing - 4PMCMAR1 2.0 14.0
  - - Optional courses UE LFP semester 7 (optional) 0.0 0.0
    - Second Modern language - LV2 - 4PMCL235 1.5 0.0
- Semester 7 BIOMED 30.0 317.5
- - Complementary teachings S7 0.0 0.0
  - Atelier CV - HPATELCV 0.0 0.0
- - UE Measurement system semester 7 6.0 50.5
  - - Common Courses semester 7 4.5 40.0
    - BE Electronics for measurement systems - 4PMBEM10 1.5 12.0
      Electronics for Measurement Systems - 4PMBEMS6 1.5 28.0
  - - Being adapted to the sector (choice of 1 child element) 1.5 10.5
    - - Upgrade if cursus PET 1.5 5.0
      - Signal processing project - 4PMBSPP7 1.5 5.0
    - - Upgrade if cursus PMP 1.5 16.0
      - Basis of signal processing - 4PMBBSP7 1.0 16.0
- - UE Engineering Sciences Semester 7 6.0 88.0
  - Chemical bond & reactivity - 4PMBCBR6 1.5 20.0
    Numerical methods : simulations - 4PMBNM36 3.0 56.0
    Quality-reliability - 4PMBQRE6 1.5 12.0
- - UE Applied physics Semester 7 6.0 65.0
  - Electromagnetism for biomedical engineering - 4PMBEBE8 1.5 16.0
    Physics of semiconductors & semiconductors devices - 4PMBPSS4 3.0 32.0
    Thermodynamics - 4PMBTHE3 1.5 17.0
- - UE Biology Semester 7 6.0 46.0
  - Labwork : Molecular biology & Biochemistry - 4PMBLMB6 3.0 24.0
    Molecular Biology - 4PMBMBI6 3.0 22.0
- - UE Languages and Professionalizing Semester 7 6.0 68.0
  - - Obligatory courses UE LFP semester 7 4.0 52.0
    - English Semester 7 - 4PMCAN32 2.0 24.0
      Sport Semester 7 - 4PMCEP32 1.0 24.0
      Worker training evaluation - 4PMCREX3 1.0 4.0
  - - Financial Management - Marketing-Consulting (choice of 1 child element) 2.0 16.0
    - Financial diagnosis - 4PMCGFI9 2.0 14.0
      Introduction to sustainable design - 4PMCISD1 2.0 20.0
      Marketing - 4PMCMAR1 2.0 14.0
  - - Optional courses UE LFP semester 7 (optional) 0.0 0.0
    - Second Modern language - LV2 - 4PMCL235 1.5 0.0
- Semester 7 EPEE 30.0 338.0
- - Complementary teachings S7 0.0 0.0
  - Atelier CV - HPATELCV 0.0 0.0
- - UE Introduction 6.0 64.0
  - Labwork physicochemical analysis - 4PMPCAP7 2.5 28.0
    Dynamic of systems - 4PMPDSY7 1.0 12.0
    Mass Transfer - 4PMPTDM9 2.5 24.0
- - UE Méthods 6.0 84.0
  - Numerical Methods - 4PMPNUM9 4.0 60.0
    Applied statistics - 4PMPSTA2 2.0 24.0
- - UE Process engineering 6.0 58.0
  - Fluid Mechanics - 4PMPMDF2 2.0 24.0
    Chemical reactors - 4PMPREA1 2.0 18.0
    Process engineering Labworks - 4PMPTPP2 2.0 16.0
- - EU Electrochemistry I 6.0 64.0
  - Electrochemical kinetics - 4PMPCEL9 3.0 32.0
    Electrochemical systems - 4PMPSEL7 3.0 32.0
- - UE Languages and Professionalizing Semester 7 6.0 68.0
  - - Obligatory courses UE LFP semester 7 4.0 52.0
    - English Semester 7 - 4PMCAN32 2.0 24.0
      Sport Semester 7 - 4PMCEP32 1.0 24.0
      Worker training evaluation - 4PMCREX3 1.0 4.0
  - - Financial Management - Marketing-Consulting (choice of 1 child element) 2.0 16.0
    - Financial diagnosis - 4PMCGFI9 2.0 14.0
      Introduction to sustainable design - 4PMCISD1 2.0 20.0
      Marketing - 4PMCMAR1 2.0 14.0
  - - Optional courses UE LFP semester 7 (optional) 0.0 0.0
    - Second Modern language - LV2 - 4PMCL235 1.5 0.0
- Semester 7 IPhy 30.0 376.0
- - Complementary teachings S7 0.0 0.0
  - Atelier CV - HPATELCV 0.0 0.0
- - UE Physics 1 6.0 76.0
  - - Personalized courses (choice of 1 child element) 2.5 40.0
    - - Students from PET 2.5 36.0
      - Quantum machanics I - 4PMNPQ17 1.5 20.0
        Statistical physics - 4PMNPST7 1.0 16.0
    - - Students from PMP 2.5 44.0
      - Basis of signal processing - 4PMBBSP7 1.0 16.0
        Electronics for Measurement Systems - 4PMBEMS6 1.5 28.0
  - - Mandatory lectures 3.5 36.0
    - BE Electromagnetism - 4PMNBEL8 1.0 8.0
      Electromagnetism - 4PMNEM10 2.5 28.0
- - UE Electromagnetism & Condensed Matter 6.0 78.0
  - Physic of lasers - 4PMNPLA9 2.0 22.0
    Quantum machanics II - 4PMNPQ27 2.5 38.0
    TP Physics + PHOG 1 - 4PMNTP10 1.5 18.0
- - UE Semiconductors 6.0 74.0
  - Physic of semiconductors - 4PMNPSC3 2.0 26.0
    Solid State Physics - 4PMNPSO3 2.0 26.0
    Microelectronic Technologies - 4PMNTMI7 2.0 22.0
- - UE Engineering sciences 1 6.0 80.0
  - IPhy Challenge 1 - 4PMNDF10 3.0 20.0
    Numerical analysis - 4PMNNUM9 3.0 60.0
- - UE Languages and Professionalizing Semester 7 6.0 68.0
  - - Obligatory courses UE LFP semester 7 4.0 52.0
    - English Semester 7 - 4PMCAN32 2.0 24.0
      Sport Semester 7 - 4PMCEP32 1.0 24.0
      Worker training evaluation - 4PMCREX3 1.0 4.0
  - - Financial Management - Marketing-Consulting (choice of 1 child element) 2.0 16.0
    - Financial diagnosis - 4PMCGFI9 2.0 14.0
      Introduction to sustainable design - 4PMCISD1 2.0 20.0
      Marketing - 4PMCMAR1 2.0 14.0
  - - Optional courses UE LFP semester 7 (optional) 0.0 0.0
    - Second Modern language - LV2 - 4PMCL235 1.5 0.0
- Semester 7 SEI 30.0 372.0
- - Complementary teachings S7 0.0 0.0
  - Atelier CV - HPATELCV 0.0 0.0
- - Computing support - Mandatory for students coming from PMP, AST and Ense3 (choice of between 0 and 1 child element) 0.0 0.0
  - Electronic support - 4PMSELE8 0.0 10.0
    Soutien informatique - 4PMSSIN3 0.0 20.0
- - Digital electronics 6.0 62.0
  - Digital design flow (SEI-MT) - 4PMEFCM9 2.0 10.0
    Digital integrated system Labwork - 4PMEM3L1 2.0 24.0
    Modelling numerical circuits - 4PMEM3V1 1.5 18.0
    Industrial conference (SEI+SICOM) - 4PMSCIN2 0.5 10.0
- - Computer science and VLSI 6.0 54.0
  - VLSI Digital Design Numerical Conception - 4PMEM3N9 2.0 22.0
    Programming in C Project - 4PMEMST9 4.0 24.0
- - Physics and circuits 6.0 86.0
  - High frequency Passive circuits - 4PMECCP3 1.5 30.0
    Microelectronic device physics - 4PMEM1E9 1.5 20.0
    Semiconductor Physics - 4PMEM1P0 1.5 20.0
    Data conversion system design (CAN-CNA) - 4PMEM3A1 1.5 16.0
- - Analog electronics Semester 7 6.0 102.0
  - Analog Integrated Circuit Design - 4PMEM3C1 2.0 34.0
    Analog Design Lab Works - 4PMEM3T1 2.0 24.0
    Electronics Systems (SICOM SEI S7) - 4PMSSEL8 2.0 36.0
- - UE Languages and Professionalizing Semester 7 6.0 68.0
  - - Obligatory courses UE LFP semester 7 4.0 52.0
    - English Semester 7 - 4PMCAN32 2.0 24.0
      Sport Semester 7 - 4PMCEP32 1.0 24.0
      Worker training evaluation - 4PMCREX3 1.0 4.0
  - - Financial Management - Marketing-Consulting (choice of 1 child element) 2.0 16.0
    - Financial diagnosis - 4PMCGFI9 2.0 14.0
      Introduction to sustainable design - 4PMCISD1 2.0 20.0
      Marketing - 4PMCMAR1 2.0 14.0
  - - Optional courses UE LFP semester 7 (optional) 0.0 0.0
    - Second Modern language - LV2 - 4PMCL235 1.5 0.0
- Semester 7 AM 30.0 333.0
- - Complementary teachings S7 0.0 0.0
  - Atelier CV - HPATELCV 0.0 0.0
- - Track to be chosen AMIS or FAME S7 (choice of 1 child element) 6.0 81.0
  - - AMIS Orientation Semester 7 6.0 88.0
    - - UE Applied Materials I (AMIS) 6.0 88.0
      - Surfaces and interfaces - 4PMFCCM2 1.5 16.0
        Sustainability in Industrial Engineering - 4PMHSIE8 3.0 48.0
        Microstructures and properties - 4PMMMIC9 1.5 24.0
  - - FAME Orientation Semester 7 6.0 74.0
    - - UE Applied Materials I (FAME) 6.0 74.0
      - Surfaces and interfaces - 4PMFCCM2 1.5 16.0
        Polymers - 4PMFPOL5 3.0 34.0
        Microstructures and properties - 4PMMMIC9 1.5 24.0
- - Common Courses S7 18.0 184.0
  - - UE Fundamental aspects of materials science S7 6.0 60.0
    - Solid State Chemistry - 4PMFCHS4 2.0 28.0
      Introduction to functional polymers - 4PMFIPF2 2.0 12.0
      Phase transformation - 4PMMTP34 2.0 20.0
  - - UE Materials development and durability 6.0 36.0
    - MOOC + industrial seminars - 4PMFMOO1 2.0 0.0
      Genesis of microstructures : Part 1 - 4PMMEL34 4.0 36.0
  - - UE Modelling tools and Materials S7 6.0 88.0
    - Functional material physics - 4PMFPMF4 2.0 24.0
      3PMNNUM7 : Numerical methods - 4PMNXNU0 4.0 64.0
- - UE Languages and Professionalizing Semester 7 6.0 68.0
  - - Obligatory courses UE LFP semester 7 4.0 52.0
    - English Semester 7 - 4PMCAN32 2.0 24.0
      Sport Semester 7 - 4PMCEP32 1.0 24.0
      Worker training evaluation - 4PMCREX3 1.0 4.0
  - - Financial Management - Marketing-Consulting (choice of 1 child element) 2.0 16.0
    - Financial diagnosis - 4PMCGFI9 2.0 14.0
      Introduction to sustainable design - 4PMCISD1 2.0 20.0
      Marketing - 4PMCMAR1 2.0 14.0
  - - Optional courses UE LFP semester 7 (optional) 0.0 0.0
    - Second Modern language - LV2 - 4PMCL235 1.5 0.0

Semester 7 SEOC 30.0 341.3
- Complementary teachings S7 0.0 0.0
- Atelier CV - HPATELCV 0.0 0.0
- UE Remedial Courses Ensimag / Phelma (choice of 1 child element) 6.0 70.0
- - Courses for Ensimag Students 6.0 68.0
  - Control theory - 4PMIAUT1 3.0 36.0
    Information Processing - 4PMITIN1 3.0 32.0
- - Courses for Phelma Students 6.0 72.0
  - Algorithms and programming - Catch up course - 4PMIAPR1 3.0 36.0
    Graphs and Applications - Catch up course - 4PMIGAP1 1.5 18.0
    Language theory and Compilers -Catch up course - 4PMITLC1 1.5 18.0
- UE Software Engineering Project 6.0 55.8
- Project Management - 4PMIGPG1 1.0 4.5
  Software engineering project - 4PMIPGL1 5.0 51.3
- 6.0 67.5
- Operating Systems Development Project - Fundamentals - 4PMIPCS1 1.5 18.0
  Object-Oriented Programming - 4PMIPOO1 1.5 16.5
  Operating systems and concurrent programming (ENSIMAG) - 4PMISEP1 3.0 33.0

UE SEOC speciality 6.0 80.0

Principles of integrated digital electronic conception - 4PMICEN1	1.5	18.0
Artificial Intelligence for the Internet of Things - 4PMIIAIT	1.5	20.0
Radio systems for connected objects - 4PMISRO1	2.0	28.0
Random signal processing - 4PMITSA1	1.0	14.0

- UE Languages and Professionalizing Semester 7 6.0 68.0
- - Obligatory courses UE LFP semester 7 4.0 52.0
  - English Semester 7 - 4PMCAN32 2.0 24.0
    Sport Semester 7 - 4PMCEP32 1.0 24.0
    Worker training evaluation - 4PMCREX3 1.0 4.0
- - Financial Management - Marketing-Consulting (choice of 1 child element) 2.0 16.0
  - Financial diagnosis - 4PMCGFI9 2.0 14.0
    Introduction to sustainable design - 4PMCISD1 2.0 20.0
    Marketing - 4PMCMAR1 2.0 14.0
- - Optional courses UE LFP semester 7 (optional) 0.0 0.0
  - Second Modern language - LV2 - 4PMCL235 1.5 0.0

- Semester 7 SIM 30.0 320.0
- - Complementary teachings S7 0.0 0.0
  - Atelier CV - HPATELCV 0.0 0.0
- - UE Genesis of materials 6.0 61.0
  - Genesis of microstructures : Part 1 - 4PMMEL34 4.0 36.0
    Practical : Material Science part 1A - 4PMMT3A6 1.0 5.0
    Phase transformation - 4PMMTP34 2.0 20.0
- - UE Microstrutures and Properties 6.0 55.0
  - Microstructures and properties - 4PMMMIC9 1.5 24.0
    Practical : Materials Science part 1B - 4PMMT3B6 1.0 7.0
    Mass Transfer - 4PMMTRA9 2.5 24.0
- - Applied Materials Engineering 6.0 63.0
  - From materials to products - Part 1 - 4PMMPI34 2.0 24.0
    Polymers - 4PMMPOL4 3.0 32.0
    Practical : Materials science Part 1C - 4PMMT3C8 1.0 7.0
- - UE Numerics and Industry S7 6.0 73.0
  - Numerical methods - 4PMMNUM9 4.5 64.0
    - 4PMMTSD1 1.5 9.0
- - UE Languages and Professionalizing Semester 7 6.0 68.0
  - - Obligatory courses UE LFP semester 7 4.0 52.0
    - English Semester 7 - 4PMCAN32 2.0 24.0
      Sport Semester 7 - 4PMCEP32 1.0 24.0
      Worker training evaluation - 4PMCREX3 1.0 4.0
  - - Financial Management - Marketing-Consulting (choice of 1 child element) 2.0 16.0
    - Financial diagnosis - 4PMCGFI9 2.0 14.0
      Introduction to sustainable design - 4PMCISD1 2.0 20.0
      Marketing - 4PMCMAR1 2.0 14.0
  - - Optional courses UE LFP semester 7 (optional) 0.0 0.0
    - Second Modern language - LV2 - 4PMCL235 1.5 0.0

Semester 7 SICOM 30.5 313.0
- Complementary teachings S7 0.0 0.0
- Atelier CV - HPATELCV 0.0 0.0
- Computing support - Mandatory for students coming from PMP, AST and Ense3 (choice of between 0 and 1 child element) 0.0 0.0
- Electronic support - 4PMSELE8 0.0 10.0
  Soutien informatique - 4PMSSIN3 0.0 20.0
- Signal processing 1 EU 6.0 70.0
- Random process analysis - 4PMSSAL9 1.5 18.0
  Information Theory - 4PMSTHI9 1.5 18.0
  Digital signal processing - 4PMSTNS9 3.0 34.0

Automatique et Traitement du signal EU and embellish with images 6.5 68.0

Digital Control and State Space Representation - 4PMSANR3	2.0	24.0
Industrial conference (SEI+SICOM) - 4PMSCIN2	0.5	10.0
Image processing I - 4PMSTIB5	1.5	10.0
Automatic and signal processing and images lab tutorials (SICOM S7) - 4PMSTPA5	2.5	24.0

- UE Electronic for the transmission of the information 6.0 64.0
- Electronics Systems (SICOM SEI S7) - 4PMSSEL8 2.0 36.0
  Electronic lab tutorials - 4PMSTPE9 2.5 24.0
- UE Computer 6.0 43.0
- Computer science - 4PMSCAS0 1.5 19.0
  Software development project - 4PMSPJI9 4.5 24.0
- UE Languages and Professionalizing Semester 7 6.0 68.0
- - Obligatory courses UE LFP semester 7 4.0 52.0
  - English Semester 7 - 4PMCAN32 2.0 24.0
    Sport Semester 7 - 4PMCEP32 1.0 24.0
    Worker training evaluation - 4PMCREX3 1.0 4.0
- - Financial Management - Marketing-Consulting (choice of 1 child element) 2.0 16.0
  - Financial diagnosis - 4PMCGFI9 2.0 14.0
    Introduction to sustainable design - 4PMCISD1 2.0 20.0
    Marketing - 4PMCMAR1 2.0 14.0
- - Optional courses UE LFP semester 7 (optional) 0.0 0.0
  - Second Modern language - LV2 - 4PMCL235 1.5 0.0

Update - 29/07/2020

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Reactor physics introduction - 4PMGIPR1	2.5	34.0
Interaction of radiation with matter - 4PMGIRM1	2.0	22.0
Nuclear reactor technology - 4PMGTRN9	1.5	12.0

Solid mecanics & materials - 4PMGMSM9	2.0	16.0
Quantum physics - 4PMGPHQ1	2.5	44.0
Non equilibrium semiconductors physics - 4PMGSCP7	1.5	12.0

Thermal transfert & heat exchanges - 4PMGEDC2	2.0	24.0
Fluid mechanics - 4PMGMEF9	2.5	30.0
Thermal machines - 4PMGTHM9	1.5	20.0

Mathematics tools for engineering - 4PMGMAT9	2.0	26.0
Numerical methods - 4PMGMMU9	4.0	56.0

English Semester 7 - 4PMCAN32	2.0	24.0
Sport Semester 7 - 4PMCEP32	1.0	24.0
Worker training evaluation - 4PMCREX3	1.0	4.0

Financial diagnosis - 4PMCGFI9	2.0	14.0
Introduction to sustainable design - 4PMCISD1	2.0	20.0
Marketing - 4PMCMAR1	2.0	14.0

BE Electronics for measurement systems - 4PMBEM10	1.5	12.0
Electronics for Measurement Systems - 4PMBEMS6	1.5	28.0

Chemical bond & reactivity - 4PMBCBR6	1.5	20.0
Numerical methods : simulations - 4PMBNM36	3.0	56.0
Quality-reliability - 4PMBQRE6	1.5	12.0

Electromagnetism for biomedical engineering - 4PMBEBE8	1.5	16.0
Physics of semiconductors & semiconductors devices - 4PMBPSS4	3.0	32.0
Thermodynamics - 4PMBTHE3	1.5	17.0

Labwork : Molecular biology & Biochemistry - 4PMBLMB6	3.0	24.0
Molecular Biology - 4PMBMBI6	3.0	22.0

Labwork physicochemical analysis - 4PMPCAP7	2.5	28.0
Dynamic of systems - 4PMPDSY7	1.0	12.0
Mass Transfer - 4PMPTDM9	2.5	24.0

Numerical Methods - 4PMPNUM9	4.0	60.0
Applied statistics - 4PMPSTA2	2.0	24.0

Fluid Mechanics - 4PMPMDF2	2.0	24.0
Chemical reactors - 4PMPREA1	2.0	18.0
Process engineering Labworks - 4PMPTPP2	2.0	16.0

Electrochemical kinetics - 4PMPCEL9	3.0	32.0
Electrochemical systems - 4PMPSEL7	3.0	32.0

Quantum machanics I - 4PMNPQ17	1.5	20.0
Statistical physics - 4PMNPST7	1.0	16.0

Basis of signal processing - 4PMBBSP7	1.0	16.0
Electronics for Measurement Systems - 4PMBEMS6	1.5	28.0

BE Electromagnetism - 4PMNBEL8	1.0	8.0
Electromagnetism - 4PMNEM10	2.5	28.0

Physic of lasers - 4PMNPLA9	2.0	22.0
Quantum machanics II - 4PMNPQ27	2.5	38.0
TP Physics + PHOG 1 - 4PMNTP10	1.5	18.0

Physic of semiconductors - 4PMNPSC3	2.0	26.0
Solid State Physics - 4PMNPSO3	2.0	26.0
Microelectronic Technologies - 4PMNTMI7	2.0	22.0

IPhy Challenge 1 - 4PMNDF10	3.0	20.0
Numerical analysis - 4PMNNUM9	3.0	60.0

Electronic support - 4PMSELE8	0.0	10.0
Soutien informatique - 4PMSSIN3	0.0	20.0

Digital design flow (SEI-MT) - 4PMEFCM9	2.0	10.0
Digital integrated system Labwork - 4PMEM3L1	2.0	24.0
Modelling numerical circuits - 4PMEM3V1	1.5	18.0
Industrial conference (SEI+SICOM) - 4PMSCIN2	0.5	10.0

VLSI Digital Design Numerical Conception - 4PMEM3N9	2.0	22.0
Programming in C Project - 4PMEMST9	4.0	24.0

High frequency Passive circuits - 4PMECCP3	1.5	30.0
Microelectronic device physics - 4PMEM1E9	1.5	20.0
Semiconductor Physics - 4PMEM1P0	1.5	20.0
Data conversion system design (CAN-CNA) - 4PMEM3A1	1.5	16.0

Analog Integrated Circuit Design - 4PMEM3C1	2.0	34.0
Analog Design Lab Works - 4PMEM3T1	2.0	24.0
Electronics Systems (SICOM SEI S7) - 4PMSSEL8	2.0	36.0

Surfaces and interfaces - 4PMFCCM2	1.5	16.0
Sustainability in Industrial Engineering - 4PMHSIE8	3.0	48.0
Microstructures and properties - 4PMMMIC9	1.5	24.0

Surfaces and interfaces - 4PMFCCM2	1.5	16.0
Polymers - 4PMFPOL5	3.0	34.0
Microstructures and properties - 4PMMMIC9	1.5	24.0

Solid State Chemistry - 4PMFCHS4	2.0	28.0
Introduction to functional polymers - 4PMFIPF2	2.0	12.0
Phase transformation - 4PMMTP34	2.0	20.0

MOOC + industrial seminars - 4PMFMOO1	2.0	0.0
Genesis of microstructures : Part 1 - 4PMMEL34	4.0	36.0

Functional material physics - 4PMFPMF4	2.0	24.0
3PMNNUM7 : Numerical methods - 4PMNXNU0	4.0	64.0