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Additive manufacturing of functionnally graded materials

Contract Type

Post-doctoral offer

Working Time

Full-time

Compensation

3300€ / month

Degree

PhD

Role

Post-doctoral research assistant

In the face of accidental events (collision, crash, impact of debris, etc.) or related to the context of the mission (military or terrorist aggression, etc.), the sensitive and functional zones of land, aeronautical and space vehicles, as well as ships and submarines, require protection systems that combine ballistic performance and lightness.

For a long time, the numerical optimisation of such protection systems came up against the problem of their manufacture. This limitation has been partly overcome thanks to the ongoing development of additive manufacturing techniques, which can now be used to produce functional materials with complex architecture. Often evaluated statically or under low-speed impact, there are still gaps in the performance of these materials under high-speed impact.

The aim of this project is to use metal additive manufacturing to develop materials with gradient properties and to assess their performance in ballistic energy absorption applications.

Lasbordes Air Operations Center (COAL)

The ISAE-SUPAERO flight operations center at Lasbordes airfield has a fleet of 8 light aircraft for teaching and research in the fields of flight mechanics and neuroergonomics.

The fleet is comprised of:

  • 4 Aquila two-seater single-engine aircraft dedicated to initial flight instruction
  • 3 single-engine, four-seater DR400s dedicated to initial flight instruction, training ISAE-SUPAERO students, and research activities
  • 1 twin-engine Vulcanair P68 Observer 2, currently being instrumented for student training and research activities

This aircraft is equipped with a telemetry system, enabling a flight to be followed in real time from the institute’s classrooms. It also features sensors capable of recording the pilot’s eye activity (eye trackers), brain activity, and more. Versatile, with a large payload capacity, it can also be fitted with optical sensors via a hatch under the fuselage.

The COAL maintenance unit is responsible for the day-to-day operation of the aircraft, fleet maintenance, and regulatory monitoring of airworthiness.

It also prepares and examines aircraft modification files required for research and training flights.

COAL's Activities

  • Pilot training on light aircraft, open to engineering cycle and master’s students.
  • Practical work in flight mechanics and initiation to flight test techniques for students and continuing education.
  • Research flights in the field of human factors and any other area requiring in-flight sensors.

Directory

Discover the profiles of the 130 faculty members at the Institute who are pioneering research in aeronautics and space.

This resource allows you to explore the fields and research projects of our scientists.

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Theory, Modelling, and Systems Engineering (ThéMIS) Scientific Group

Our Research Areas

Our mission is to respond to the challenges posed by the design of increasingly integrated, autonomous, and mission-critical systems, by combining theoretical research, modelling methodology, and the implementation of engineering processes.

ThéMIS aims to develop robust and innovative solutions based on an interdisciplinary approach combining modelling, optimisation, and validation. We work with academic and industrial partners to meet the needs of critical sectors and innovate the technologies of tomorrow.

The ThéMIS research group carries out research in the following areas:

Theory

  • Preliminary design of complex systems and exploration of the design space
  • Architecture and trade-off analysis
  • Semantics of models and formal verification and validation (V&V) methods
  • System resilience (e.g. identification of obsolescence risks)
  • Technology forecasting and roadmapping

Modelling

  • Model-based systems engineering (MBSE)
  • Links with functional safety analysis (MBSA) and multidisciplinary optimisation (MDAO)
  • Model transformation and integration of validation and verification tools

Engineering Process

  • Integration of MBSE, product lifecycle management (PLM) and lifecycle analysis (LCA) methodologies

The research carried out by the ThéMIS research group has applications in the following areas:

  • Space (ground segment, vehicles, satellites)
  • Autonomous vehicles (drones, robots, intelligent cars)
  • Complex socio-technical systems (infrastructure management, human-machine interaction)
  • Critical embedded systems and cyber-physical systems (safety, reliability and performance in constrained environments)
  • Jonathan : Security evaluation of large distributed and reconfigurable systems
  • Charles MATHOU: Global methodological framework for safety analysis of UAV systems
  • Abdoulaye SARR: Multidisciplinary analysis and optimisation of a hydrogen-powered aircraft
  • Charlotte STROBBE: Design of user-centred systems combining MBSE and HSI
  • Augustin GALLOIS: Eco-design of a Lunar Habitat
  • Ariane BEAUDOIN-BUSSIÈRES : Forecasting for dual technological innovation in strategic ecosystems
  • Haochen GAO: Participatory design tools and systemic methods for multimodal air-rail systems
  • Valentin MORDEL: Fault tolerance and reliable reconfiguration in an automotive HPC/ZCU architecture
  • Maisa CIETTO: Identification and modelling of inefficiencies in the air transportation system
  • Sophie LEMOUSSU : A model-based approach for innovative SMEs in the aeronautics industry
  • Sébastien SCHWARTZ : Coupling deterministic and non-deterministic simulation for predictive maintenance
  • Juan José MONTERO JIMENEZ: Knowledge reuse to improve system architecture for predictive maintenance
  • Eric-Guillaume VIDOT: Towards the certification of avionics systems based on machine learning: using mathematical proofs to guarantee reliability
  • Anass AKRIM : Prediction of remaining lifetimes of aeronautical components using deep learning approaches
  • Ombeline AIELLO: Early validation of system designs using a joint engineering approach based on models and optimisation
  • Sophia SALAS CORDERO: Early phases of complex system design: obsolescence considerations from an MBSE perspective
  • Eric RAZAFIMAHAZO: A systems engineering approach to the design of multi-use systems on mission inside buildings
  • Morgan GAUTHIER: Architectural optimisation of automotive applications on MpSoC components
  • Laetitia BORNES: Interactive systems engineering between design science and design as science
4

Faculty members

9

Theses in progress

10

Theses defended

Our Classes

The members of the ThéMIS group are involved in ISAE-SUPAERO’s educational programmes: the general engineering programme, industrial engineering speciality programme by apprenticeship, Master’s degree in Aerospace Engineering (MAE) and various Advanced Master® (AM) programmes.

The group manages the MAE Systems Engineering major (around 30 students/promotion) and the Systems Engineering AM (around 10 students/promotion).

Members of the group are involved in other activities, in particular directing the Systems Doctoral School at the University of Toulouse.

Our Projects

New design, analysis, and qualification methods to ensure drone certification.

Formal verification methods for space systems. Development of the model-checker integrated into ESA's TASTE development platform (https://taste.tools), in collaboration with UGA/Verimag, GMV, and ESA/ESTEC.

Integrated Air Transport System chair with Thalès Group: this sponsorship, research, and teaching chair draws on ISAE-SUPAERO's expertise in optimising the flight operations and systems approach, and on the Thalès Group's expertise in flight avionics, connectivity, and air traffic control.

Our Permanent Members

Iulian Ober
Iulian Ober

Head of Themis Group

Thémis Group | Members 2025

Our Partners

Industry Partners

Academic Partners

Directory

Discover the profiles of the 130 faculty members at the Institute who are pioneering research in aeronautics and space.

This resource allows you to explore the fields and research projects of our scientists.

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Job Offers

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Thesis Offers

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Internship Opportunities

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Learning, Decision, Optimisation (ADO) Scientific Group

Our Research Areas

Our work focuses on decision support systems, from the collection of data to its interpretation, in order to make the best decision.

Our common scientific question is: ‘What are the models and algorithms that lead to a learning or decision-making process?’

To answer this question, the ADO group draws on and contributes to the techniques of artificial intelligence (reinforcement learning, evolutionary algorithms, constraint programming) and industrial engineering (operations research, knowledge management, systems engineering).

The applications of the research carried out within the ADO research group are in the following fields:

  • Aeronautics and Space: Earth Observation and Autonomous Vehicles
  • Production systems: System configuration and workshop programming
  • Industry X.0: Preventive maintenance
15

Doctoral and post-doctoral students

8

Researchers

2

Research areas

15

Teaching modules

Our Classes

Our research group is heavily involved in ISAE-SUPAERO‘s top-quality educational programmes, both in the engineering cycle curriculum and in the Masters programmes. We are fully committed to teaching, offering courses that combine theory and application, to ensure that students receive an education based on the latest scientific and technological advances.

We encourage and promote participation in research projects to enable our students to develop the practical and methodological skills that are essential in the field of decision support systems.

We are involved in the following modules:

  • Third-year Decision Sciences course
  • Data and Decision Sciences pathway
  • Industrial Engineering pathway
  • F-SD320 Supply Chain
  • F-SD321 Production
  • F-SD322 Modelling and Simulation
  • F-SD323 Quality and IS
  • F-SD311 Machine Learning
  • F-SD312 Big Data
  • F-SD313 Digital Eco. Digital
  • F-SD314 Case Studies
  • F-SD319 Seminars

Our Partners

Thomas Oberlin
Thomas Oberlin

Head of ADO Group

Directory

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Applied Mathematics (MA) Scientific Group

Our Research Areas

One of the main fields of study, which brings together almost all these themes, is the theoretical and numerical study of problems related to fluid-structure interactions.

These research activities are carried out in collaboration with the major players in Toulouse: The Toulouse Mathematics Institute (Paul Sabatier University-INSA), ONERA and the Clément Ader Institute (ICA), as well as with other national and international partners.

The Applied Mathematics (MA) research group comprises seven faculty members and one research engineer.

Contributions are mainly made to the following research themes:

*The division presented below is not strict: Interactions exist.

In this research area, we are interested in various aspects of the control and stabilisation or stability of solutions to partial differential equations. To be more precise:

  • Control of partial differential equations
  • Fluid-Structure Interaction
  • Hamiltonian systems with interaction ports (pHS)

The idea behind interaction port Hamiltonian systems is to describe the dynamics of a system using the physical energy of the system (called the Hamiltonian).

In particular, this makes it possible to deal with non-linearities (non-quadratic Hamiltonian) in general. Analysis of the associated Cauchy problem is still an active research topic in the case of infinite-dimensional systems (typically non-linear partial differential equations).

Interaction ports classically consist of co-located control and observation (among other things), enabling different pHs to be coupled. The resulting system is still a pH. There are algebraic structures subordinate to pHs: Dirac structures.

Numerical simulation of pHs calls for special numerical methods to preserve the Hamiltonian (or, more precisely, the existence of a Dirac structure associated with the discretized system).

It should also be noted that closed-loop stabilisation is easily obtained in pHs, and that they also allow, at least in finite dimension, constraints to be taken into account in the form of algebraic equations coupled to the dynamical system.

  • Fractional and Diffusive Differential Systems (SDF)
  • Well-Posed Linear Systems (WPLS)

This area of research focuses on numerical optimisation and multidisciplinary optimisation in the context of pre-project design. To be more precise:

  • Development and analysis of optimization algorithms (deterministic and stochastic)
  • Solving large linear systems and preconditioning
  • Uncertainty propagation (UQ)
  • Sensitivity analysis
  • Substitution models
  • High-Performance Computing (HPC)

This area of research focuses on the application of probability and statistics to practical problems encountered by industry. To be more precise:

  • Performance analysis of communication networks
  • Sensitivity analysis
  • Random trees

Our Partners

Michel FOURNIE
Michel FOURNIE

Head of MA Group

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Design and Analysis of Critical Systems (CASC) Scientific Group

Our Research Areas

The Critical Systems Analysis and Design (CASC) group focuses on methods and tools to support systems engineering, with the following objectives:

  • To extend the state of the art in terms of software dependability, from the design of the initial model to the hardware target, as well as in the definition and use of support tools for formal simulation/verification.
  • To contribute to the definition and formal modelling of new system architectures, and to the integration of new software functionalities such as those arising from AI.

The CASC group covers several facets of software-intensive system engineering: design, verification, and validation of critical systems, deployment on hardware targets, and, finally, distributed and real-time simulation.

Our contributions are applied to aeronautics and space, but also more broadly to embedded and cyber-physical systems. These contributions are presented through publications on OpenScience and software, some of which can be freely distributed.

The CASC group is organised around two research themes:

The Formal Methods and Dedicated Languages theme is concerned with the formal semantics of programming languages as well as programs and their specifications, applied particularly to languages adapted to the design of critical embedded systems.

The use of formal methods (programme proofs, SAT/SMT methods, correction by construction, etc.) for the rigorous design of avionics functions can be applied to the various stages in the design and implementation of a product: architecture consistency verification, proof of correct operation of model transformation/code generation tools, and proof of correctness of the application code to be embedded.

The study of dedicated languages (synchronous reactive, probabilistic, etc.) and their semantic aspects will ensure that programmes can be embedded for the implementation of avionics functions, for example, taking into account the strong requirements and constraints of the field, both in terms of computing resources and the implementation of advanced AI-based functions (neural networks or learning by Bayesian inference).

The Architecture and Simulation of Cyber-Physical Systems theme focuses on the V&V stages of critical systems, particularly in conjunction with the PRISE platform.

  • New avionics architectures: taking into account new processor and network paradigms and their safe integration into an avionics platform (SMARTIES project)
  • Embeddability of applications on hybrid architectures (CPU, GPU and FPGA), in particular neural networks and their complex decision tasks
  • Systems simulation based on state-of-the-art tools
    • Real-time distributed simulation, through the implementation of the HLA standard by the CERTI middleware developed in partnership with ONERA. CERTI implements versions 1.3 and 1516 of the HLA simulation standard.
    • Interoperability and coupling of simulation models for cyber-physical systems, with the Ptolemy-HLA tool. This distributed co-simulation environment couples two open-source tools, Ptolemy II and CERTI/HLA. It takes advantage of Ptolemy's calculation models and the HLA standard for interoperability and deterministic distribution of simulations.

Our Team

Xavier Thirioux
Xavier Thirioux

Head of CASC Group

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Connected Systems (SysCo) Scientific Group

Our Research Themes

To meet the Institute’s teaching needs, the SYSCO research team’s skills cover all the fields of application of networks and connected systems in the various aerospace contexts.

The global vision developed by the team has made it possible to identify three major research themes on which research efforts have been focused for several years:

  • Satellite networks: Secure and deterministic data transmission
  • Embedded systems and networks: Design and performance analysis of embedded systems and networks subject to deterministic and security constraints
  • Distributed systems: Reliable and secure large-scale distributed storage
Figure 1: SysCo research themes

Each teacher-researcher contributes to at least two of the team’s three research themes, which makes it possible to generate multiple collaborations and cross-disciplinary contributions in addition to results focused on one area.

In addition, several collaborations with members of the department’s other research groups and other departments (notably DEOS) are also prolific.

This research work has been put to good use in a number of ways over the last 5 years:

  • Supervision of more than twenty doctoral and post-doctoral students
  • Publication of around a hundred scientific papers and international patents
  • Setting up three research platforms: Ireal/Satenet for satellite networks, Blockchain 4 UAV for distributed systems, and Factoring for embedded networks
  • Participation in more than a dozen research projects with industrial and academic partners, including regional projects, ANR projects, industrial projects (TAS, Thales Avionics, AIRBUS), CNES R&T, and projects with the Institut de Recherche et de Technologie (IRT) Antoine de Saint-Exupéry.

Our Scientific Challenges

The main scientific issues that we are considering in order to advance the state of the art in our work in each of these research areas are:

For Satellite Networks

  • Large-scale multi-orbit dynamic system and its heterogeneity with terrestrial networks
  • Improving the security of communication protocols using post-quantum cryptography
  • Definition and integration of secure routing with deterministic QoS guarantees (throughput, delay)

For Embedded Networks and Systems

  • Heterogeneous hardware architectures and a variety of access control mechanisms
  • Joint SW and HW approach for deterministic execution on multicore/manycore
  • Definition and analysis of scheduling strategies for embedded applications
  • Definition and analysis of security mechanisms adapted to real-time networks
  • Methods for evaluating the security/performance trade-off

In Distributed Systems

  • Ensuring scalability, data integrity, and mitigation of cyber-security risks
  • Implementation of cybersecurity mechanisms and post-quantum cryptography
  • Definition of 'zero knowledge' mechanisms for blockchains and peer-to-peer networks
  • Integration of erasure codes to ensure the reliability and integrity of distributed storage

Team Members

Ahlem MIFDAOUI (Team Leader)

Oana HOTESCU

  • Real-time and satellite networks
  • Routing, QoS

Marina DEHEZ CLEMENTI

  • Cryptography and Cybersecurity
  • Blockchains

Jonathan DETCHART

  • Cryptography and reliability
  • Distributed Systems/Blockchains

Jérôme LACAN*

  • Cryptography and Cybersecurity, Blockchains
  • Satellite networks, Routing, QoS

*Head of DISC

Michaël LAUER

  • Real-time Networks and Systems
  • Dependability, OS

Tanguy PERENNOU

  • Distributed Systems/Blockchains
  • Dependability

Ahlem MIFDAOUI
Ahlem MIFDAOUI

Head of SysCo Group

Our Partners

Academic Partners

At the National Level

At the International Level

State and Industrial Partners

Directory

Discover the profiles of the 130 faculty members at the Institute who are pioneering research in aeronautics and space.

This resource allows you to explore the fields and research projects of our scientists.

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DMSM at the Clément Ader Institute (ICA)

In 2019, 90 researchers and associate researchers are organising and coordinating their activities in four research groups:

  • MSC: Composite Materials and Structures
  • SUMO: Surface, Machining, Materials, and Tools
  • MS2M: Modelling of Mechanical Systems and Microsystems
  • MICS: Measurement, Control, and Monitoring

The DMSM is involved in three of these four research groups: MSC, SUMO and MS2M.

Involvement in MSC Group Activities

Four DMSM professors carry out their research activities within the Composite Materials and Structures group of the ICA, mainly in the SIMU area, but also in certain areas of the MAPP area.

Area 1 – Structures, Impact, Modelling, Machining (S.I.M.U.):

  • Theme 1: Impact – crash
  • Theme 2: Behaviour modelling
  • Theme 3: Machining

Area 2 – Materials, Properties, and Processes (M.A.P.P.):

  • Theme 1: Process simulation
  • Theme 2: Emerging processes
  • Theme 3: Tooling
  • Theme 4: Innovative materials and methods for the multi-scale study of properties

Certain activities related to composites, but also to the themes of other research groups in the laboratory, are also addressed by the team within the ICA’s transversal UMM and ASM research areas. The team is developing partnerships with academic and industrial players, sometimes around structuring French or European multi-partner projects (ANR, FUI, etc.), or regional projects.

Our Main Projects

  • National: ANR (MANSART, VERTEX, VULCOMP1, VULCOMP2, FUI (AXSPAD, PLUME S3L, SAMBA, S3PAC)
  • European : ALCAS

Our Partners

Academic Partners

Involvement in SUMO Group Activities

Three DMSM professors contribute to and co-lead the research activities for the Surface, Machining, Materials, and Tooling group (Groupe SUMO).

Area 1 – Fatigue, Modelling, Damage and Wear (F.A.M.E.U.):

  • Theme 1: Analysis of interfacial heat exchanges
  • Theme 2: Tribology and hot and cold wear
  • Theme 3: Modelling behaviour and service life under thermomechanical loads

Area 2 – Properties of Use and Microstructures of Advanced Materials (P.U.M.A.):

  • Theme 1: Mechanisms of plastic deformation and microstructural evolution in relation to macroscopic properties
  • Theme 2: Damage and ageing under mechanical, thermal, and environmental stresses
  • Area 3 – Machining and Shaping (Usi.M.e.F):
  • Theme 1: Improving machining quality
  • Theme 2: Optimised tool positioning on left-hand surface, optimised machining strategy
  • Theme 3: Digital chain for tool design and serviceability: Virtual Lab®.

Our Resources

  • Experimental: Stereo-correlation, microscopy (MO, SEM, EDX), fatigue machines (uniaxial and multiaxial), instrumented nano-indenters, etc,
  • Numerical: ABAQUS, LS-DYNA, NASTRAN, Z-set (Zébulon, Zmat).

Our Partners

Involvement in MS2M Group Activities

Ten DMSM professors contribute to and co-lead the research activities of Axis 1 and Axis 2 of the Mechanical Systems and Microsystems Modelling Group (MS2M Group):

Axis 1 – Systems and Microsystems Engineering (I.S.M.):

  • Theme ISM1: Optimal multidisciplinary design or design under uncertainty
  • Theme ISM2: Microfluidics and mechanical microsystems
  • Theme ISM3: Embedded systems, mechanical assemblies and actuators

Area 2 – Integrity of Structures and Systems (ISS):

  • Theme ISS1: Vibration dynamics of structures and systems
  • Theme ISS2: Structures under severe loads
  • Topic ISS3: Numerical developments in structural design

Our Partners

Directory

Discover the profiles of the 130 faculty members at the Institute who are pioneering research in aeronautics and space.

This resource allows you to explore the fields and research projects of our scientists.

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Job Offers

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Thesis Offers

Check out the research department's thesis and post-doctorate vacancies

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Integrated Image Sensors (CIMI) Scientific Group

The CIMI group’s research challenges and objectives address the need to integrate, miniaturise, and improve the performance of image sensors.

These are the key components of cameras, vision systems for space instruments, or imaging systems hardened against ionising radiation.

A CIS detector consists essentially of a matrix of pixels to recover a voltage value proportional to the photons detected, a readout circuit to process the voltage values of all the pixels, and decoders to address the pixels.

We are cooperating with:

  • Airbus Defence & Space to develop image sensors and space instruments, since 1994 (CRISTAL corporate chair established in 2009)
  • CEA-DAM, since 2010 (joint research team since 2012) on the study of the vulnerability of imagers in severe radiative (nuclear) environments
  • CNES as part of R&D projects, since 2002
  • STMicroelectronics on R&D projects, since 2005
  •  Thales Alenia Space to develop image sensors (corporate chair established in 2015)

Our Research Areas

The CIMI group focuses its work on four main themes:

  • Physics: Nano-/microelectronics / integrated circuits / physics of semiconductor devices / physics of photodetection
  • Development: Study and development of image sensors on silicon for visible and infrared radiation
  • Radiation: Effects of space and nuclear radiation on image sensors and hardening by design
  • Cryogenics: Electronics at cryogenic temperature

Our Research and Development

In Collaboration with Manufacturers

  • A CIMI detector on the Copernicus satellite for the LSTM (Land Surface Temperature Monitoring) mission, to be designed in 2021.
  • A CIMI detector on the GEO-KOMPSAT-2B (Geostationary Korea Multi-Purpose Satellite-2) satellite, designed in 2014.
  • A CIMI detector on the Sentinel 2-A and 2-B earth observation satellites, designed in 2011.
  • A CIMI detector to establish an optical link, via the atmosphere, between an airborne carrier representative of future UAVs and ESA's ARTEMIS geostationary satellite, designed in 2006.
  • A CIMI detector in the GEO-KOMPSAT-1 (Geostationary - Korea Multi-Purpose Satellite-1) or COMS (Communication, Ocean and Meteorological Satellite) satellite, designed in 2005.

The optical link between an aircraft and a satellite is a world first. An APS (Active Pixel Sensor) in space is a world first for the CIMI sensor in the GEO-KOMPSAT-1 satellite, which was positioned in geostationary orbit in 2010.

  • A CIMI detector hardened to ionising radiation (above 1 MGy) for in situ characterization of nuclear waste, designed in 2020.
  • A CIMI detector hardened to ionising radiation (above 1 MGy) for remote vision and inspection during remote handling operations of the International Thermonuclear Experimental Reactor (ITER), designed in 2019.

As far as the ITER reactor is concerned, the CIMI detector is capable of obtaining good quality images after 1MGy of radiation. This is a world first!

Our Research Projects

  • An image sensor contributing to the development of ITER

The FURHI_VGA detector is a 10-bit digital colour image sensor in VGA format (contract in partnership with Fusion For Energy (F4E)). This detector is based on CMOS image sensors (CIS), for remote vision and inspection during the remote handling operations of the International Thermonuclear Experimental Reactor (ITER). F4E is responsible to the European Union (EU) for ITER, the world's largest scientific partnership to demonstrate that fusion is a viable and sustainable energy source.

ITER is a civil nuclear fusion research reactor project located in Cadarache (Bouches-du-Rhône). The research project is part of a long-term approach aimed at the industrialisation of nuclear fusion.

The FURHI_VGA detector is a radiation-resistant 10-bit digital VGA colour image sensor.

  • An image sensor on the GEO-KOMPSAT-2B (Geostationary - Korea Multi-Purpose Satellite-2) satellite

The LARGO7M detector is a 7 million pixel image sensor that provides 2500km x 2500km images centred on South Korea with a resolution of 250m in different spectral bands (colours) from 370nm to 900nm. It enables short-term changes in the coastal environment around Korea to be observed, quantified, and predicted. The GEO-KOMPSAT-2B satellite was launched into orbit on 18 February 2020.

Mission lifetime: 10 years
Position: Geostationary orbit, 35,786 km above the Earth
Spectral bands: 12 bands in the visible spectrum
Ground resolution: 250m x 250m -over Korea
Target area: 2500km x 2500km

The image sensor is integrated by ADS with its proximity electronics and then placed in the telescope. A filter wheel selects the 12 spectral bands by placing a coloured filter in front of the 7 million pixel image sensor.

  • An image detector in the COMS satellite (Communication, Ocean and Meteorological Satellite)

The COBRA2M detector is a 2 million pixel image sensor that provides 2500km x 2500km images centred on South Korea with a resolution of 500m in 8 different spectral bands (colours) from 400nm to 900nm. It is used to observe, quantify, and predict short-term changes in the coastal environment around Korea. The COMS satellite was launched into orbit on 27 June 2010.

Mission lifetime: 7 years
Position: Geostationary orbit, 35,786 km above the Earth
Spectral bands: 8 bands in the visible spectrum
Ground resolution: 500m x 500m above Korea
Target area: 2500km x 2500km

The image sensor is integrated by ADS with its proximity electronics and then placed in the telescope. A filter wheel selects the 8 spectral bands by placing a coloured filter in front of the 2 million pixel image sensor.

  • An image detector in the SENTINEL 2A and 2B satellites

The VNIR S2 detector is a low-noise multi-array image sensor (contract in partnership with ADS and ESA). This sensor is on board two Sentinel 2 satellites, which observe the whole of the Earth's surface every 10 days, with a resolution of 10 m to 60 m, in 13 spectral bands ranging from the visible to the mid-infrared.

The data is mainly used in the fields of agriculture, forestry, land use, habitat characterisation, and biodiversity. They are also used to observe and prevent natural disasters, such as floods, volcanic eruptions, subsidence, and landslides. The Sentinel-2A and Sentinel-2B satellites were launched into orbit on 23 June 2015 and 7 March 2017 respectively.

Mission lifetime: 7.25 years for each satellite over a 20-year period
Principle of the instrument: Pushbroom
Position : Two identical satellites operating simultaneously, in phase at 180° to each other, in a sun-synchronous orbit at an average altitude of 786 km

Repetition cycle: 5 days at the equator, using the full configuration of the two-satellite constellation and in cloud-free conditions
Swath width: 290 km
Spectral bands: 13 spectral bands, ranging from visible and near-infrared to infrared
Ground resolution: 10, 20, 60 metres

There are 12 elementary sensors per focal plane in each satellite.

  • An image detector in an aircraft to establish an optical link with the ARTEMIS geostationary satellite.

The LOLA (Liaison Optique Laser Aéroportée) project has established an optical link, via the atmosphere, between a Mystère XX aircraft and ESA's ARTEMIS geostationary satellite (prime contractor ADS). The APS 750 FAST CMOS sensor detects and tracks the satellite with a low level of received optical power. The wavelength of the communication beam is 850nm.

The physics of photodetection involves understanding and modelling, among other things:

  • Charge generation in silicon
  • The transfer of charges to the collection point (the photodiode), and the control of collection paths to avoid crosstalk
  • The origin of the dark current in an attempt to reduce it
  • How to design a photodiode, taking into account the materials used, in order to maximise its sensitivity, reduce the dark current, and maximise its total collection capacity

The means of understanding these phenomena, and even predicting them, are analytical modelling, physical mesh simulation (TCAD), and above all comparison with experimental data obtained using test structures or complete imagers.

  • Optical nanostructures and CMOS image sensors: Improving photodetection or functionalities (spectral filters, polarization) using nanostructures integrated directly into each pixel. The structures are either integrated into the production flow or transferred to the top of the sensor.
  • Methods used : Electromagnetic modelling using coupled waves and finite differences (Meep, Lumerical FDTD).
  • Examples of integrated planar microlenses

Research linked to cryogenic activities covers several areas:

  • Study of photodetection mechanisms for imagers used at extremely low temperatures (down to 80K) in the visible (VIS) and infrared (IR) wavelength ranges
  • Study of innovative readout chains for extracting information from cooled imagers (ROIC)
  • Extraction of physical models (physical simulation of semiconductors, TCAD) and electrical models (electrical simulation) of elementary microelectronic devices (MOSFET transistors, diodes, etc.)
  • Development and optimisation of cryogenic temperature measurement methods (from 10K to 300K)

Our Partners

Our Design and Measurement Resources

  • Linux workstations for circuit design
  • Word generators, low-noise power supplies, arbitrary signal generators
  • Calibrated electrical (oscilloscopes, logic analysers) and optical (power meter, spectroradiometer) analysis instruments
  • Transportable characterisation benches for characterisation needs on external sites
  • Electrical measurement equipment for basic boxed devices (from 300K to 10K)
  • Highly uniform and stable optical sources
  • Two monochromators for fine analysis of spectral sensitivity
  • Thermal chambers for temperature studies
  • Motorised translation stages for image quality measurements
  • Microscopes for observing circuits
  • A cryostat capable of holding complete imaging components and readout circuits for electrical and dark testing (from 300K to 80K)
  • A Scanning Electron Microscope (SEM) for topographic analysis (observation of µlenses, cross-sectional views, etc.) and for extracting physical parameters using EBIC
  • A Scanning Near field Optical Microscope (SNOM) and an Atomic Force Microscope (AFM) to measure topography and intra-pixel sensitivity
  • A 350kV X-ray irradiator
  • A low-frequency noise characterisation bench capable of operating in a cryogenic environment
  • An annealing furnace
  • Two parametric analysers for semiconductor devices
  • An under-tip tester for measuring electrical parameters (leakage current, noise, capacitance, etc.) of unboxed imager structures
  • An under-tip tester in a cryogenic environment (Cryo tester from 300K to 80K) for measuring electrical parameters of elementary microelectronic devices (from bare circuits to 8″ wafers)
Discover... CMOS image sensors at ISAE-SUPAERO
Discover... CMOS image sensors at ISAE-SUPAERO

ISAE-SUPAERO - as a center for training through research, research training and innovation - has a wide range of research equipment used in its 6 research departments. Today, we present CMOS image sensors! CMOS image sensors are playing an increasingly important role in our everyday lives. For several years now, our team at ISAE-SUPAERO has been developing CMOS image sensors with a number of players in the field, and innovating by proposing new architectures and conditions of use requiring studies of both elementary components and more complex structures. Measurements are carried out on transistors and diodes with the help of an under-tip tester and a parametric analyzer enabling very low current measurements (10 aA). Similarly, simple structures containing innovative pixels can be operated with the tester using spike cards coupled to a word generator specially designed for image sensors. All these studies not only contribute to our understanding of the physics of photodetection, but also provide models for our simulators. They are also used to monitor manufacturing processes during the various production phases.

Vincent GOIFFON
Vincent GOIFFON

Head of CIMI Group

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DEOS Scientific Publications

Photonics Antenna Microwave PlasmaA (PAMPA) Scientific Group

Our Research Themes

The PAMPA group focuses its work on two main themes:

Optoelectronics for Aerospace Payloads and Telecommunications (OPTO)

This activity focuses on photonic functions for signal generation or microwave functions (optoelectronic oscillator, frequency comb, coherent detection) as well as optical space communications (communication chain and effects of atmospheric turbulence on satellite-ground laser links).

Photonic-Microwave and Photonic Components

The design of photonic-microwave systems requires detailed knowledge of the physics of photonic components in order to develop models adapted to the various operating modes (static, dynamic, noise).

These models are validated experimentally using experimental benches dedicated to the various components and adapted to different frequency ranges (up to 65GHz). As we are targeting embedded applications, we also focus on the reliability of components in harsh environments, and more particularly on temperature constraints (tests from -65 to 200°C).

The team designs systems for generating microwave or digital signals for time and frequency reference. More specifically, OPTO designs Optoelectronic Oscillators and frequency combs based on VCSEL (Vertical Cavity Surface Emitting Laser).

Satellite-Ground Laser Link/Open-Space Optical Communications

While fibre-optic telecommunications have enabled the Internet to be deployed between continents and make optimum use of wired terrestrial links, the proliferation of mobile devices means that the bandwidth of space and wireless communications has to be considerably increased. Free-space optics can be used to overcome the limitations of the radio frequency band. In partnership with the IRT Saint Exupéry, CNES, and AID, the team is studying ground satellite laser links.

The studies were carried out at various levels:

  • Participation in the IRT Saint-Exupéry ALBS project for the design of the ELLA BANC (Emulation de lien Laser Satellite Sol).
  • Production, in partnership with IRT Saint-Exupéry and the University of Technology of Catalonia, of a free propagation emulator (emulation of atmospheric turbulence).

Microwave Plasma Interaction (IMP)

This theme focuses on the interactions between microwave signals and plasma discharges.

Plasmas are used to design new reconfigurable microwave functions (e.g. antennas or passive circuits).

In addition, an understanding of the interaction mechanisms also enables efficient microwave plasma sources to be developed. Finally, these interactions are also studied in certain cases where they are involuntary and therefore undergone, for example during the integration of plasma thrusters and communication systems on satellites.

Our Research Facilities

Discover... the ISAE-SUPAERO acoustic anechoic chamber
Discover... the ISAE-SUPAERO acoustic anechoic chamber

Angélique Rissons
Angélique Rissons

Head of PAMPA Group

Directory

Discover the profiles of the 130 teacher-researchers at the Institute who are driving forward research in aeronautics and space.

This resource allows you to explore the fields and research projects of the school's scientists.

Access the Directory

Job Offers

Check out the vacancies for scientific staff in the research department

Thesis Offers

Check out the research department's thesis and post-doctorate vacancies

Internship Opportunities

Check out the Research Department's internship opportunities!