Master 1-2 - Semester 9

Curriculum->Master->Semester 9

Courses and group of courses name

ECTS

hours per student

Semester 9 NanoMedecine and Structural Biology 30.0 320.0
- Complementary teachings S9 0.0 0.0
- Partener's day 3Y - HP5SIMUENT_3A 0.0 0.0
- Common program in nanosciences 6.0 112.0
- Micro-nano fabrication and cell patterning S9 UGA - WPMBNPT7 3.0 32.0
  Research training S9 UGA - WPMBRTR7 3.0 80.0
- UE Core courses in nuclear medicine 6.0 70.0
- 5PMBAIR8 : Medical applications of ionizing radiations - WPMBDMA9 3.0 38.0
  5PMBPRD7 : Physics of radiation detectors - WPMBDPR9 3.0 32.0
- UE Core courses in nanomedicine 6.0 38.0
- Fundamentals of structural biology - WPMBFSB1 3.0 22.0
  Molecular markers for medical imaging - WPMBMMM9 3.0 16.0

UE Broadening courses nanomedicine and structural biology 1 (choice to add up 6.0 ECTS) 6.0 47.3

Biomaterials and Biocompatible surface Engineering - 5PMBBBS6	3.0	20.0
Biomolecular interactions methods and applications-UGA - 5PMBBIM8	3.0	20.0
Characterization of bio-molecular interactions at surfaces-UGA - 5PMBCBM8	3.0	20.0
Nanopores and membrane technologies-UGA - 5PMBNMT9	3.0	22.0
5PMBACO5 : Acoustics - WPMBDAC0	3.0	33.0
5PMBMLD0 : Introduction to Machine learning and Deep learning - WPMBDAS9	3.0	24.0
5PMBCSC6 : Cell signaling and cancer biology - WPMBDCS0	2.0	16.0
5PMBITI7 : Introduction to immunology - WPMBDII0	2.0	16.0
5PMBINE5 : Introduction to neurosciences - WPMBDIN0	2.0	16.0
5PMBMCP7 : Metabolic and cardiovascular physiology - WPMBDMC0	2.0	18.0
5PMBMRI5 : Magnetic resonance imaging - WPMBDMR9	3.0	22.0
5PMBULS5 : Ultrasound Imaging and Thermotherapy - WPMBDUI0	1.0	10.0
Numerical methods UGA - WPMBNME9	3.0	22.5
Nano-Safety UGA - WPMBNSA0	3.0	22.0
Optics for Biosystems S9 UGA - WPMBOPB7	3.0	20.0

UE Broadening courses nanomedicine and structural biology 2 (choice to add up 6.0 ECTS) 6.0 52.7

Biomaterials and Biocompatible surface Engineering - 5PMBBBS6	3.0	20.0
Biomolecular interactions methods and applications-UGA - 5PMBBIM8	3.0	20.0
Characterization of bio-molecular interactions at surfaces-UGA - 5PMBCBM8	3.0	20.0
Nanopores and membrane technologies-UGA - 5PMBNMT9	3.0	22.0
5PMBACO5 : Acoustics - WPMBDAC0	3.0	33.0
5PMBMLD0 : Introduction to Machine learning and Deep learning - WPMBDAS9	3.0	24.0
5PMBCSC6 : Cell signaling and cancer biology - WPMBDCS0	2.0	16.0
5PMBITI7 : Introduction to immunology - WPMBDII0	2.0	16.0
5PMBINE5 : Introduction to neurosciences - WPMBDIN0	2.0	16.0
5PMBMCP7 : Metabolic and cardiovascular physiology - WPMBDMC0	2.0	18.0
5PMBMRI5 : Magnetic resonance imaging - WPMBDMR9	3.0	22.0
5PMBULS5 : Ultrasound Imaging and Thermotherapy - WPMBDUI0	1.0	10.0
Numerical methods UGA - WPMBNME9	3.0	22.5
Nano-Safety UGA - WPMBNSA0	3.0	22.0
Optics for Biosystems S9 UGA - WPMBOPB7	3.0	20.0

- Semester 10 NanoMedecine and Structural Biology 6.0 0.0
- - UE Elective courses 3.0 16.0
  - Complements SME - 5PMCSME0 3.0 16.0

Semester 9 30.0 236.0
- Complementary teachings S9 0.0 0.0
- Partener's day 3Y - HP5SIMUENT_3A 0.0 0.0
- EU Research (M2 ElP) 6.0 48.0
- - Elective Courses (choice of 1 child element) 3.0 24.0
  - Corrosion and surface treatment - 5PMPCOR1 3.0 24.0
    Chemical reaction engineering - 5PMPREA1 3.0 24.0
- - Mandatory course (choice of 1 child element) 3.0 24.0
  - Interfacial electrochemistry and electrocatalysis - 5PMPEIE2 3.0 24.0
- EU Electrochemistry 6.0 48.0
- - Elective Courses (choice of 1 child element) 3.0 24.0
  - Electrochemistry for microsystems - 5PMPELM1 3.0 24.0
    Hydrogen Vector - 5PMPVHY8 3.0 24.0
- - Mandatory course 3.0 24.0
  - Electrochemistry and energy - 5PMPELE1 3.0 24.0
- EU Process Engineering 6.0 48.0
- - Elective Courses (choice of 1 child element) 3.0 24.0
  - Materials Engineering - 5PMPGEM8 3.0 24.0
    Chemical reaction engineering - 5PMPREA1 3.0 24.0
- - Mandatory course 3.0 24.0
  - Electrochemical Reactors - 5PMPREL2 3.0 24.0
- UE Project 6.0 44.0
- Multidisciplinary project - 5PMPPMD2 6.0 44.0

EU of choice (choice to add up 6.0 ECTS) 6.0 48.0

Corrosion and surface treatment - 5PMPCOR1	3.0	24.0
Life Cycle of Technology Objects - 5PMPCVT9	3.0	24.0
Electrochemistry for microsystems - 5PMPELM1	3.0	24.0
Materials Engineering - 5PMPGEM8	3.0	24.0
Modeling / Multiphysics Simulation - 5PMPMSM9	3.0	24.0
Processes and eco-processes for reprocessing materials - 5PMPPEP9	3.0	24.0
Hydrogen Vector - 5PMPVHY8	3.0	24.0

Semester 9 M2R SCOG 30.0 229.0
- Complementary teachings S9 0.0 0.0
- Partener's day 3Y - HP5SIMUENT_3A 0.0 0.0
- Tools and Methods 6.0 55.0
- Tools & meth. Exp. for the study of cognitive sciences - WPMGOMC7 4.0 37.0
  Artificial Neural Networks - WPMGRNF7 2.0 18.0
- Philosophy and language 6.0 30.0
- 5PMCANG0 : English or other language - WPMCDAN9 2.0 12.0
  Linguistics - WPMGLIN7 1.5 9.0
  Philosophy - WPMGPHI7 1.5 9.0
- Perception and information processing 6.0 36.0
- Signals, Images and Models of Visual perception - WPMGSIM7 3.0 18.0
  Spoken communication sciences - WPMGSLP7 3.0 18.0
- Natural and Artificial Systems 6.0 36.0
- Cognitive psychology - WPMGPCO7 3.0 18.0
  Robotics: from material to cognitive - WPMGROB9 3.0 18.0

Specialization 6.0 72.0

Elective course (choice of 3 child elements) 4.5 54.0

Analyse et perception de scènes multimodales - WPMA0040	1.5	18.0
Bayesian cognition : Patterns for perception, learning and action - WPMGCOB7	1.5	18.0
Developpement & Premature Skills - WPMGDCP7	1.5	18.0
Memory models and Learning in Natural Systems - WPMGMMA7	1.5	18.0

- Mandatory lectures 1.5 18.0
- Ethics - WPMGETH0 1.5 18.0

Semester 9 (M2 EN) 30.0 356.0
- Complementary teachings S9 0.0 0.0
- Partener's day 3Y - HP5SIMUENT_3A 0.0 0.0

Elective path : (choice of 1 child element) 29.864583333333336 356.0

Parcours Energetique Nucléaire 29.8125 351.3
- Common Core Simple cursus (EN) 6.0 96.0
- Conduction - WPMECOD2 1.0 16.0
  Convection - WPMECOV2 1.5 16.0
  Fluid mecanics - WPMEMDF2 2.0 24.0
  Solid State Physics - WPMEPDS2 1.5 20.0
  Rayonnement - WPMERAY2 1.0 12.0
  Transferts thermiques - WPMETTH2 0.0 8.0
- UE Neutrons 6.0 64.0
- 5PMGACE0 : Nuclear waste management - WPMEDAC9 2.0 22.0
  5PMGCIR0 : Reactor kinetics & dynamics - WPMEDCD9 2.0 30.0
  5PMGCOR0 : Reactor Kit - WPMEDRK9 2.0 12.0
- UE Module de base 3.0 55.0
- Bases en neutronique + Intro REP - WPMEBNE3 1.0 23.0
  Détection et instrumentation nucléaire - WPMEDIN3 2.0 32.0
- UE Simulations 6.0 48.0
- Monte Carlo methods for neutron transport - 5PMGSNS0 2.0 20.0
  5PMGSND0 : Deterministic methods for neutron transport - WPMEDND9 2.0 16.0
  5PMGEXP7 : Labwork in PWR simulator - WPMESPB9 2.0 12.0

UE Energetic (choice of 3 child elements) 5.8125 71.3

Cryophysics practicals - WPMECRY7	1.5	24.0
5PMGANP2 : Advanced nuclear physics - WPMEDAN9	2.0	27.0
5PMGCEP2 : Energy conversion - Fuel cell - WPMEDCE9	2.0	24.0
5PMGEST2 : Solar thermal and photovoltaic energy - WPMEDES9	2.0	26.0
5PMGPCF2 : Fusion energy and plasma physics - WPMEDPC9	2.0	21.0
Matériaux basses températures - WPMEMBT9	2.0	20.0
Microthermique et microfluidique - WPMEMMI9	1.5	24.0
Phase change - WPMEPCP1	1.5	24.0

- Modern languages (choice to add up 3.0 ECTS) 3.0 17.0
- 5PMCANG0 : English or other language - WPMCDAN9 2.0 12.0
  WPMCFLE3 : French Language - WPMCXFL9 2.0 22.0

Nuclear Energy ARCHAMPS : JUAS/ESIPAP path 29.916666666666668 360.7

UE Reactors & Energy (JUAS+ESIPAP) 5.916666666666667 75.7

Energy courses (elective courses) (choice of 1 child element) 1.9166666666666667 23.7

5PMGANP2 : Advanced nuclear physics - WPMEDAN9	2.0	27.0
5PMGCEP2 : Energy conversion - Fuel cell - WPMEDCE9	2.0	24.0
5PMGEST2 : Solar thermal and photovoltaic energy - WPMEDES9	2.0	26.0
5PMGPCF2 : Fusion energy and plasma physics - WPMEDPC9	2.0	21.0
Matériaux basses températures - WPMEMBT9	2.0	20.0
Phase change - WPMEPCP1	1.5	24.0

- mandatory courses 4.0 52.0
- 5PMGACE0 : Nuclear waste management - WPMEDAC9 2.0 22.0
  5PMGCIR0 : Reactor kinetics & dynamics - WPMEDCD9 2.0 30.0

- UE Simulations JUAS 3.0 48.0
- Reactor Kit - 5PMGCOR0 1.0 12.0
  5PMGSND0 : Deterministic methods for neutron transport - WPMEDND9 2.0 16.0
  5PMGSNS0 : Monte Carlo methods for neutron transport - WPMEDNS9 1.0 20.0
- UE Common core JUAS ESIPAP 6.0 80.0
- Convection - WPMECOV2 1.5 16.0
  Fluid mecanics - WPMEMDF2 2.0 24.0
  Solid State Physics - WPMEPDS2 1.5 20.0
  Rayonnement - WPMERAY2 1.0 12.0
  Transferts thermiques - WPMETTH2 0.0 8.0
- Modern languages (choice to add up 3.0 ECTS) 3.0 17.0
- 5PMCANG0 : English or other language - WPMCDAN9 2.0 12.0
  WPMCFLE3 : French Language - WPMCXFL9 2.0 22.0
- Elective UE : JUAS or ESIPAP (according to your educational project) (choice of 1 child element) 12.0 140.0
- - UE ESIPAP 12.0 140.0
  - Detector physics - WPMEPDE1 6.0 70.0
    Detector technology - WPMETDE1 6.0 70.0
- - UE JUAS 12.0 140.0
  - Accelerators physics - WPMEPAC1 6.0 70.0
    Accelerators technology - WPMETAC1 6.0 70.0

Semester 9 29.5 350.0
- Complementary teachings S9 0.0 0.0
- Partener's day 3Y - HP5SIMUENT_3A 0.0 0.0
- Common Core Simple cursus (EN) 6.0 96.0
- Conduction - WPMECOD2 1.0 16.0
  Convection - WPMECOV2 1.5 16.0
  Fluid mecanics - WPMEMDF2 2.0 24.0
  Solid State Physics - WPMEPDS2 1.5 20.0
  Rayonnement - WPMERAY2 1.0 12.0
  Transferts thermiques - WPMETTH2 0.0 8.0

UE Matériaux pour l'énergie 17.5 191.0

Energy conversion - Fuel cell - 5PMGCEP2	2.5	24.0
Solar thermal and photovoltaic energy - 5PMGEST2	2.5	26.0
Matériaux basses températures - WPMEMBT9	2.0	20.0
Phase change - WPMEPCP1	1.5	24.0
Méthodes numériques + Fluent - Comsol - WPMMMNF7	5.0	57.0
Nano for energy - WPMMNE7	2.0	22.0
Physique des matériaux - WPMMPDM7	2.0	18.0

- UE Energetic (choice of 2 child elements) 3.0 46.0
- Fusion energy and plasma physics - 5PMGPCF2 1.5 21.0
  Cryophysics practicals - WPMECRY7 1.5 24.0
  Microthermique et microfluidique - WPMEMMI9 1.5 24.0
- Modern languages (choice to add up 3.0 ECTS) 3.0 17.0
- 5PMCANG0 : English or other language - WPMCDAN9 2.0 12.0
  WPMCFLE3 : French Language - WPMCXFL9 2.0 22.0

- Semester 9 28.5 301.0
- - Complementary teachings S9 0.0 0.0
  - Partener's day 3Y - HP5SIMUENT_3A 0.0 0.0
- - UE Materials 3.0 30.0
  - 5PMNCAR0 : Materials Characterization - WPMNDCM9 2.0 22.0
    5PMNTPC0 : Materials characterization Labwork - WPMNDTC9 1.0 8.0
- - UE Non linear optics 3.0 28.0
  - 5PMNONL1 : Non linear optics - WPMNDOL9 2.0 20.0
    5PMNTON5 : Labs Non linear optics - WPMNDTO9 1.0 8.0
- - UE Optoelectronics I 3.0 30.0
  - 5PMNOPT0 : Optoelectronics - WPMNDOP0 3.0 30.0
- - UE Integrated Photonics 3.0 40.0
  - 5PMNPIN0 : Integrated photonics - WPMNDPI0 2.0 24.0
    5PMNSPI0 : Integrated photonics simulation project (IPh-S9-PhSem-DD) - WPMNDSP0 1.0 16.0
- - UE Physics of III semiconductors 3.0 52.0
  - Physics of semiconductors III - WPMSPSE7 2.0 20.0
    Semiconductor physics Labwork - WPMSTPS7 1.0 32.0
- - UE Optoelectronics II 1.5 16.0
  - 5PMNOTH2 : THz Optoelectronics - WPMNDOT9 1.5 16.0
- - UE Microelectronics 3.0 38.0
  - 5PMNTPE0 : Labs: Electrical characterization of MOS devices - WPMNDCE0 0.5 8.0
    5PMNFCC0 : Device and circuit reliability - WPMNDFC9 1.0 12.0
    5PMNPCM2 : Physics of advanced MOS devices - WPMNDPC0 1.5 18.0
- - UE Fourier Optics 3.0 30.0
  - 5PMNPHO1 : Lithography - WPMNDPH9 1.0 10.0
    5PMNTSO6 : Optical signal processing - WPMNDTS9 2.0 20.0
- - Modern languages (choice to add up 3.0 ECTS) 3.0 17.0
  - 5PMCANG0 : English or other language - WPMCDAN9 2.0 12.0
    WPMCFLE3 : French Language - WPMCXFL9 2.0 22.0
- - UE Physics of technological processes 3.0 20.0
  - Physics of technological processes - WPMSPPT7 3.0 20.0

SEMESTER 9 MASTER TSI SIGMA 30.0 296.0
- Complementary teachings S9 0.0 0.0
- Partener's day 3Y - HP5SIMUENT_3A 0.0 0.0

Choose Option SIGMA : SIC or IMM (choice of 1 child element) 30.0 296.0

EEH path (Energy, Environment & Health) 30.0 296.0
- UE Advanced tools and methods 6.0 55.0
- Bayesian methods for data image analysis (SIGMA S9) - WPMTBMD7 2.0 19.0
  Convex Optimisation (SIGMA S9) - WPMTCOP0 2.0 18.0
  Factorization of multidimensional observation - WPMTFMO7 2.0 18.0
- UE Fundamentals of signal, image, and information (sigma-S9) 6.0 60.0
- 5PMSDET0 : Detection estimation - WPMTDDE0 2.0 20.0
  5PMSAIS1 : Image Analysis and Segmentation - WPMTDIA0 2.0 20.0
  5PMSAST6 : Machine Learning - WPMTDML0 2.0 20.0
- UE Geo-science and environment (SIGMA - S9) 6.0 72.0
- 5PMSHIA0 : Hyperspectral imaging for astrophysics - WPMTDHI0 2.0 24.0
  5PMSSIR0 : Satellite Imaging and remote sensing - WPMTDSI0 2.0 24.0
  5PMSDSG0 : Data science geo-sciences - WPMTDSM0 2.0 24.0
- UE Monitoring and Diagnostics (Energy and health)(SIGMA) 6.0 60.0
- 5PMSBNI7 : Bio and neuro imaging methods - WPMTDBN0 2.0 20.0
  5PMSEMD0 : Energy Monitoring and Diagnostics - WPMTDEM0 2.0 20.0
  5PMSRSM6 : Signal Representations and Models - WPMTDSR0 2.0 20.0

UE Management and language 6.0 49.0
- Languages block (choice to add up 2.0 ECTS) 2.0 17.0
- English Test B2 Level MASTERS (M2 TC) - WPMCBULA 0.0 0.0
  5PMCANG0 : English or other language - WPMCDAN9 2.0 12.0
  WPMCFLE3 : French Language - WPMCXFL9 2.0 22.0
- Management and leadership block 2.0 16.0
- Management & Leadership - 5PMCMAN0 2.0 16.0

Sciences of enterprise managment (choice of 1 child element) 2.0 16.0

Business regulation - 5PMCSMEB	2.0	16.0
Juridic aspects linked to innovation - 5PMCSMEC	1.5	16.0
Economy and society - 5PMCSMED	1.5	16.0
Quality - 5PMCSMEE	1.5	16.0
Coordination of personal activity and management of time - 5PMCSMEF	1.5	16.0
Parnership negociation - 5PMCSMEH	1.5	16.0
Piloting and project management - 5PMCSMEP	1.5	16.0

IMMAC path (Image, Multimedia, Audio & Communication (SIGMA - S9) 30.0 296.0
- UE Audio and Multimedia (SIGMA) 6.0 60.0
- 5PMSCPA1 : Audio Compression - WPMTDCA0 2.0 20.0
  5PMSIMM0 : Indexation Multimedia - WPMTDIM0 2.0 20.0
  5PMSPAR0 : Speech Processing - WPMTDTP0 2.0 20.0
- UE Advanced tools and methods 6.0 55.0
- Bayesian methods for data image analysis (SIGMA S9) - WPMTBMD7 2.0 19.0
  Convex Optimisation (SIGMA S9) - WPMTCOP0 2.0 18.0
  Factorization of multidimensional observation - WPMTFMO7 2.0 18.0
- UE Image, coding and Communications (SIGMA) 6.0 72.0
- 5PMSCSF0 : Wireless Communnications - WPMTDCF0 2.0 20.0
  5PMSCIV0 : Image and Video Compression - WPMTDCI0 2.0 20.0
  5PMSSCC6 : Signal and Coding for Communications - WPMTDSC0 2.0 32.0
- UE Fundamentals of signal, image, and information (sigma-S9) 6.0 60.0
- 5PMSDET0 : Detection estimation - WPMTDDE0 2.0 20.0
  5PMSAIS1 : Image Analysis and Segmentation - WPMTDIA0 2.0 20.0
  5PMSAST6 : Machine Learning - WPMTDML0 2.0 20.0

UE Management and language 6.0 49.0
- Languages block (choice to add up 2.0 ECTS) 2.0 17.0
- English Test B2 Level MASTERS (M2 TC) - WPMCBULA 0.0 0.0
  5PMCANG0 : English or other language - WPMCDAN9 2.0 12.0
  WPMCFLE3 : French Language - WPMCXFL9 2.0 22.0
- Management and leadership block 2.0 16.0
- Management & Leadership - 5PMCMAN0 2.0 16.0

Sciences of enterprise managment (choice of 1 child element) 2.0 16.0

Business regulation - 5PMCSMEB	2.0	16.0
Juridic aspects linked to innovation - 5PMCSMEC	1.5	16.0
Economy and society - 5PMCSMED	1.5	16.0
Quality - 5PMCSMEE	1.5	16.0
Coordination of personal activity and management of time - 5PMCSMEF	1.5	16.0
Parnership negociation - 5PMCSMEH	1.5	16.0
Piloting and project management - 5PMCSMEP	1.5	16.0

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Micro-nano fabrication and cell patterning S9 UGA - WPMBNPT7	3.0	32.0
Research training S9 UGA - WPMBRTR7	3.0	80.0

5PMBAIR8 : Medical applications of ionizing radiations - WPMBDMA9	3.0	38.0
5PMBPRD7 : Physics of radiation detectors - WPMBDPR9	3.0	32.0

Fundamentals of structural biology - WPMBFSB1	3.0	22.0
Molecular markers for medical imaging - WPMBMMM9	3.0	16.0

Corrosion and surface treatment - 5PMPCOR1	3.0	24.0
Chemical reaction engineering - 5PMPREA1	3.0	24.0

Tools & meth. Exp. for the study of cognitive sciences - WPMGOMC7	4.0	37.0
Artificial Neural Networks - WPMGRNF7	2.0	18.0

5PMCANG0 : English or other language - WPMCDAN9	2.0	12.0
Linguistics - WPMGLIN7	1.5	9.0
Philosophy - WPMGPHI7	1.5	9.0

Signals, Images and Models of Visual perception - WPMGSIM7	3.0	18.0
Spoken communication sciences - WPMGSLP7	3.0	18.0

Cognitive psychology - WPMGPCO7	3.0	18.0
Robotics: from material to cognitive - WPMGROB9	3.0	18.0

Conduction - WPMECOD2	1.0	16.0
Convection - WPMECOV2	1.5	16.0
Fluid mecanics - WPMEMDF2	2.0	24.0
Solid State Physics - WPMEPDS2	1.5	20.0
Rayonnement - WPMERAY2	1.0	12.0
Transferts thermiques - WPMETTH2	0.0	8.0

5PMGACE0 : Nuclear waste management - WPMEDAC9	2.0	22.0
5PMGCIR0 : Reactor kinetics & dynamics - WPMEDCD9	2.0	30.0
5PMGCOR0 : Reactor Kit - WPMEDRK9	2.0	12.0

Bases en neutronique + Intro REP - WPMEBNE3	1.0	23.0
Détection et instrumentation nucléaire - WPMEDIN3	2.0	32.0

Monte Carlo methods for neutron transport - 5PMGSNS0	2.0	20.0
5PMGSND0 : Deterministic methods for neutron transport - WPMEDND9	2.0	16.0
5PMGEXP7 : Labwork in PWR simulator - WPMESPB9	2.0	12.0

5PMCANG0 : English or other language - WPMCDAN9	2.0	12.0
WPMCFLE3 : French Language - WPMCXFL9	2.0	22.0

Reactor Kit - 5PMGCOR0	1.0	12.0
5PMGSND0 : Deterministic methods for neutron transport - WPMEDND9	2.0	16.0
5PMGSNS0 : Monte Carlo methods for neutron transport - WPMEDNS9	1.0	20.0

Detector physics - WPMEPDE1	6.0	70.0
Detector technology - WPMETDE1	6.0	70.0

Accelerators physics - WPMEPAC1	6.0	70.0
Accelerators technology - WPMETAC1	6.0	70.0

Fusion energy and plasma physics - 5PMGPCF2	1.5	21.0
Cryophysics practicals - WPMECRY7	1.5	24.0
Microthermique et microfluidique - WPMEMMI9	1.5	24.0

5PMNCAR0 : Materials Characterization - WPMNDCM9	2.0	22.0
5PMNTPC0 : Materials characterization Labwork - WPMNDTC9	1.0	8.0

5PMNONL1 : Non linear optics - WPMNDOL9	2.0	20.0
5PMNTON5 : Labs Non linear optics - WPMNDTO9	1.0	8.0

5PMNPIN0 : Integrated photonics - WPMNDPI0	2.0	24.0
5PMNSPI0 : Integrated photonics simulation project (IPh-S9-PhSem-DD) - WPMNDSP0	1.0	16.0

Physics of semiconductors III - WPMSPSE7	2.0	20.0
Semiconductor physics Labwork - WPMSTPS7	1.0	32.0

5PMNTPE0 : Labs: Electrical characterization of MOS devices - WPMNDCE0	0.5	8.0
5PMNFCC0 : Device and circuit reliability - WPMNDFC9	1.0	12.0
5PMNPCM2 : Physics of advanced MOS devices - WPMNDPC0	1.5	18.0

5PMNPHO1 : Lithography - WPMNDPH9	1.0	10.0
5PMNTSO6 : Optical signal processing - WPMNDTS9	2.0	20.0

Bayesian methods for data image analysis (SIGMA S9) - WPMTBMD7	2.0	19.0
Convex Optimisation (SIGMA S9) - WPMTCOP0	2.0	18.0
Factorization of multidimensional observation - WPMTFMO7	2.0	18.0

5PMSDET0 : Detection estimation - WPMTDDE0	2.0	20.0
5PMSAIS1 : Image Analysis and Segmentation - WPMTDIA0	2.0	20.0
5PMSAST6 : Machine Learning - WPMTDML0	2.0	20.0

5PMSHIA0 : Hyperspectral imaging for astrophysics - WPMTDHI0	2.0	24.0
5PMSSIR0 : Satellite Imaging and remote sensing - WPMTDSI0	2.0	24.0
5PMSDSG0 : Data science geo-sciences - WPMTDSM0	2.0	24.0

5PMSBNI7 : Bio and neuro imaging methods - WPMTDBN0	2.0	20.0
5PMSEMD0 : Energy Monitoring and Diagnostics - WPMTDEM0	2.0	20.0
5PMSRSM6 : Signal Representations and Models - WPMTDSR0	2.0	20.0

English Test B2 Level MASTERS (M2 TC) - WPMCBULA	0.0	0.0
5PMCANG0 : English or other language - WPMCDAN9	2.0	12.0
WPMCFLE3 : French Language - WPMCXFL9	2.0	22.0

5PMSCPA1 : Audio Compression - WPMTDCA0	2.0	20.0
5PMSIMM0 : Indexation Multimedia - WPMTDIM0	2.0	20.0
5PMSPAR0 : Speech Processing - WPMTDTP0	2.0	20.0

5PMSCSF0 : Wireless Communnications - WPMTDCF0	2.0	20.0
5PMSCIV0 : Image and Video Compression - WPMTDCI0	2.0	20.0
5PMSSCC6 : Signal and Coding for Communications - WPMTDSC0	2.0	32.0