Inria, France invites online Application for various Postdoctoral Fellowship in their different Departments. We are providing a list of Postdoc Fellowship positions available at Inria, France.
Eligible candidate may Apply as soon as possible.
(01) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Advanced computational design of cascaded metadeflectors for an ultra-flat antenna system
The present postdoctoral project is part of a collaborative project between the Atlantis project-team from the Inria Research Center at Université Côte d’Azur, (2) Thales R&T in Palaiseau, France, which is the main multidisciplinary research center of Thales group, and one of the main world players in professional electronics (3) and Nanoe in Ballainvilliers, France, whcih is a SME (Small and Medium Entreprise) specialized in development and fabrication of innovative ceramic materials for the industries.
Deadline : 2022-12-31
(02) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Numerical methods (MPM and DEM) for gravity flows in mountains
The objective of this exploratory action concerns the application of digital sciences for the prediction and mitigation of these risks. Numerical simulation of gravity flows (rock falls, rock flows, debris flows, ice, etc.) has certainly reached a certain level of maturity, but its use in a prediction and prevention framework is still in its infancy.
Deadline : 2022-10-31
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(03) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M on Model-Based Reinforcement Learning
This job offer is part of a collaboration between Scool and Saint-Gobain. Scool has activities ranging from pure research to collaborations with and transfer to companies or other users of RL. Saint-Gobain is a major worldwide company, well-known in particular for its historical activities in glass production. The goal of this post-doc is to contribute to the state of the art of the research in model-based reinforcement learning. The work will be essentially at the fundamental level: design of new algorithms, analysis of the behavior of algorithms, implementation and experimental study and assesment,
Deadline : 2022-10-25
(04) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Interpretable Deep Learning for image-based species identification
With data-driven AI methods becoming prevalent in more and more aspects of our life, there is a growing effort within the AI community to ensure that these methods do not only perform well, but also communicate to humans some elements of the learned internal reasoning that leads to a particular output. This effort towards Explainable AI (XAI) [1] aims at ensuring that humans can understand the process within the AI model, ultimately allowing for a more human-centric AI. The vast majority of methods, those based on feature attribution, aim at pointing out which parts of the input are most responsible for the output, potentially resulting in an ambiguous interpretation that may end up being misleading [2, 3]. We want to explore how to achieve richer and more useful types of explanations, such as those using prototypical examples [4] or natural language [5], and explore the impact that these explanations have on the users in terms of trust and of how much the users are able to learn from the system. In addition, rich explanations, such as those in the form of visual characteristics in natural language, can be designed to provide an interpretable representation of each data sample that can be leveraged for few-shot and zero-shot learning, as long as the characteristics of new classes are known.
Deadline : 2022-10-12
(05) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Postdoctoral fellow in computer vision / deep learning for fighting against human trafficking for the European HEROES Project
The Inria STARS team is seeking a Post Doctoral researcher with a solid background in computer vision. We are especially interested in candidates with backgrounds in computer vision, deep learning, machine learning, and applied mathematics. The candidate is expected to conduct object detection/tracking research, specifically in videos for human trafficking for the HEROES Project – Novel Strategies to Fight Child Sexual Exploitation and Human Trafficking Crimes and Protect their Victims.
Deadline : 2022-10-04
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(06) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Reinforcement learning
This job offer is part of the Artificial Intelligence chair held by O-A. Maillard and Ph. Preux, funded by public institutions (MEL, I-Site ULNE, Inria, Université de Lille). This research chair is part of the Scool team-project at Inria, and UMR CRIStAL (CNRS, University of Lille, France). Scool has activities ranging from pure research to collaborations with and transfer to companies or other users of RL.
Deadline : 2022-09-30
(07) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Personalized Intelligent Tutorial Systems (ITS) for attention training: Modelling of personalization algorithms and effectiveness study
The postdoctoral position addresses the challenge to build a “human-centered digital word” with innovative interactive systems providing “adaptive and personalized interactions with humans” for supporting “their wellbeing and health”. Additionally, this PhD program is primarily based on interdisciplinary approach of individuals’ intrinsic motivation (curiosity) as critical ingredient for synergistic human-computer interactions. Today, very few studies provide information on the impact of intrinsic motivation and curiosity on the inter-individual variability of learning across life span or on their neuro-protective role against the aging effects or attentional disorders.
Deadline : 2022-09-30
(08) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Post-Doctorant – Multi-robot formation control for collaborative SLAM
This Post-doc subject is proposed in the context of the ROAD-AI Challenge involving the Cerema and the Inria Team ACENTAURI. ACENTAURI is a robotic team located in Sophia Antipolis that studies and develop intelligent, autonomous and mobile robots that collaborate between them to achieve challenging tasks in dynamic environments. The team tackle perception, decision and control problems for multi-robot collaboration by proposing an original hybrid model-driven/data driven approach to artificial intelligence and by studying efficient algorithms. The team focus on robotic applications like environment monitoring and transportation of people and goods. In these applications, several robots will share multi-sensor information eventually coming from infrastructure. The effectiveness of the proposed approaches are demonstrated on real robotic systems like cars AGVs and UAVs together with industrial partners.
Deadline : 2022-09-30
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(09) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Developing practical multi-pipeline analyses in brain imaging
Applications are invited for a postdoctoral research fellow position with Dr. Camille Maumet in the Empenn team at INRIA. This position is part of the exploratory action GRASP “Generalizing Results Across Scientific Pipelines”.
Deadline : 2022-09-30
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(10) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Reinforcement Learning with Applications to Active Learning and Recommender Systems
Recently we have witnessed tremendous success of Deep Reinforcement Learning algorithms, specifically Deep Q-Network (DQN) algorithm [1], in various application domains. Just to name a few examples, DRL has achieved superhuman performance in playing Go, Chess and many Atari video games. We would also like to mention the
Deadline : 2022-09-30
(11) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Personalized federated learning: from theory to practice
This post-doctoral position is in collaboration between 3 Inria teams: DYOGENE (Inria Paris), MAGNET (Inria Lille) and NEO (Inria Sophia). The recruited person will be based in the DYOGENE team in Paris, and will have the opportunity to visit the other teams during his/her stay.
Deadline : 2022-09-30
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(12) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Stream data processing in shared Fog environments
The mutual low-latency objective for both Data Stream Processing (DSP) and Fog environments has resulted in a continuous growth of DSP deployments on Fog environments. The success of DSP deployments in the Fog relies on operators placements and the ability to sustain low latency. Accordingly, much work have focused on placement strategies across Edge-servers or across hybrid Cloud and Edge environments. Previous efforts have focused on reducing the volume of communication overhead between nodes (inter-node communication) and dividing the computation between edge servers and clouds. Unfortunately, they are oblivious to (1) the dynamic nature of data streams (i.e., data volatility and bursts) and to (2) the bandwidth and resource heterogeneity in the Edge, which negatively affects the performance of stream data applications.
Deadline : 2022-09-20
(13) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Causal data analysis of in-silico trials
Despite massive investment in healthcare, huge R&D cost increase and regulatory pathway complexity hamper tremendously commercialisation of new devices & medicines, putting patient populations at risk of not receiving adequate therapy. Computer modelling and simulation (CM&S) can create scientific evidence based on controlled investigations including variability, uncertainty quantification, and satisfying demands for safety, efficacy & improved access. Cardiac modelling has dramatically gained maturity over the last decades, with personalisation to clinical data enabling validation. The proposed position is embedded within the SimCardioTest project, launched on January 1st 2021, and funded by the European Union H2020 program, to demonstrate feasibility, effectiveness and benefits of in-silico trials for cardiac devices & drugs; with a broad aim to gain the trust of scientists, companies, regulatory bodies, physicians, patients and to promote healthcare innovation in Europe and beyond. We selected three cardiac use cases where CM&S is mature enough and that represent the most common cardiac pathologies, to demonstrate a standardised and rigorous approach for in-silico clinical trials. SimCardioTest aims to develop a unified standardised and secure cloud-based platform where in-silico trials for the selected cardiac use cases run seamlessly. SimCardioTest gathers exceptional representatives of expertise of European and American computer modeling and simulation and in the field of medical devices. Ten partners from Belgium, France, Italy, Norway, Spain and USA collaborate to SimCardioTest: 2 large companies (Microport – CRM and Boston Scientific), 2 SMEs (ExactCure and InSilicoTrials), 2 research organizations (Inria and Simula), 3 Universities (University of Bordeaux, Universitat Pompeu Fabra, Polytechnic University of Valencia) and 1 international non-profit organisation (The Virtual Physiological Human Institute).
Deadline : 2022-09-18
(14) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctorant F/H Etude et implémentation de techniques de codage pour paquets courts en contexte multi-utilisateurs (IoT).
Deadline : 2022-09-15
(15) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Randomized methods for linear systems and eigenvalue problems
This project takes place in the context of ERC Synergy project EMC2, which is an interdisciplinary project that carries out innovative and cutting-edge research at the interface of physics/chemistry, computer science, and mathematics. Molecular simulation is an active field of research with applications ranging from drug design to material science and nanotechnology. However, molecular simulation still has strong limitations. In particular, the simulation of very large molecular systems remains out of reach today. Overcoming these limitations is difficult and provides mathematicians with a range of challenging and exciting problems to solve.
Deadline : 2022-09-12
(16) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M the role of compartmentalization within signaling pathways
The postdoctoral position is available at EPC MUSCA, a joint project-team between Inria, INRAE and CNRS, gathering members from Inria Centre Saclay–Ile-de-France, INRAE Centre Val-de-Loire (UMR 7247 Physiologie de la Reproduction et des Comportements) and INRAE Centre Ile-de-France Jouy-en-Josas (UR 1404 INRA MaiAGE). MUSCA is an intrinsically interdisciplinary team in Biomathematics and Systems Biology, which brings together applied mathematicians and biologists.
Deadline : 2022-09-10
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(17) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Fair and Optimal Design of (Repeated) MarketPlace
The post-doc will be hired by Inria and integrate the EEL team of Criteo. (S)he will joint the FairPlay team, a new team jointly created by Criteo, Institut Polytechnique de Paris (ENSEA and Ecole Polytechnique), and Inria. As such the post-doc will spend time both in Criteo and in CREST in Saclay where the team is hosted. The post-doc will have access to Criteo data on-site whenever useful to test algorithms on real data.
Deadline : 2022-09-02
(18) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Emissions mapping & analysis of a geo-distributed computing infrastructure in comparison to centralised architectures
The joint challenge between Inria and Qarnot aims to develop and promote best practices in geo-distributed hardware and software infrastructures for intensive computing with a reduced environmental footprint. This project aims to quantify the difference in the environmental footprint of two models, it will not in itself directly reduce the carbon footprint, but will allow the calculation of carbon footprint reductions of other projects in the challenge.
Deadline :2022-09-01
(19) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctorant F/H Exprimer les théories de B et TLA+ dans Dedukti
Dans le cadre du projet ANR ICSPA (http://icspa.inria.fr/) et en collaboration avec les partenaires du projet, l’objectif est d’exprimer les théories de B/Event-B et TLA+ dans le cadre logique Dedukti, et de développer des outils permettant de traduire une théorie dans une autre. Le candidat pourra être amené à voyager pour visiter des partenaires du projet ou présenter les résultats obtenus dans des conférences. Les frais de déplacements seront pris en charge dans la limite du barème en vigueur.
Deadline : 2022-09-01
(20) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Transparent privacy-preserving AI
This post-doctoral position will be supported by the TIP project on Transparent artificial Intellgence preserving Privacy. This project will be jointly funded by I-Site, INRIA, U-Lille and MEL. This is a project in the MAGNET team (INRIA-Lille, https://team.inria.fr/magnet/). While this position will be in the MAGNET team in Lille, we will collaborate with users (e.g. medical research groups in CHU-Lille) for the validation and exploitation of the work.
Deadline : 2022-08-31
(21) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Socially-Aware Embodied Conversational Agents: Achieving Task and Social Goals in Human-Computer Conversation
The objective of this project is to build embodied conversational agents (also known as ECAs, or virtual humans, or chatbots, or multimodal dialogue systems) that have the ability to engage their users in both social and task talk, where the social talk serves to improve task performance. In order to achieve this objective, we model human-human conversation, and integrate the models into ECAs, and then evaluate their performance. Depending on the candidate’s experience, she or he can be hired as postdoc, or as “young researcher”, which is a more advanced position.
Deadline : 2022-08-31
(22) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Equity Analytics : Addressing gender pay equity with visual analytics
The goal of this project is to explore, develop, and test pay equity visual analytics solutions in order to give decision makers the power to eradicate adjusted gender pay gaps. The PostDoc will be employed by Inria and work within an active and friendly research team (https://www.aviz.fr/). We will collaborate with a startup company called PayAnalytics (https://www.payanalytics.com/) that provides access to real data and use cases. The project will be advised on the Inria side by Petra Isenberg (http://petra.isenberg.cc/) and on the PayAnalytics side by Margrét Bjarnadóttir (https://www.rhsmith.umd.edu/directory/margret-bjarnadottir). The PostDoc will also receive advise on the sociology of work methods and research through a collaboration with Guðbjörg Linda Rafnsdóttir (https://www.hi.is/staff/glr). Regular travel between Iceland and France will be funded as part of the collaboration.
Deadline : 2022-08-31
(23) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Trustworthy multi-site privacy-preserving technologies
This post-doctoral position will be supported by the HE Trumpet project. While this position will be in the MAGNET team in Lille, we will collaborate with the several European project partners.
The overall goal of the TRUMPET project is to research and develop novel privacy enhancement methods for Federated Learning, and to deliver a highly scalable Federated AI service platform for researchers, that will enable AI-powered studies of siloed, multi-site, cross-domain, cross-border European datasets with privacy guarantees that exceed the requirements of GDPR.
Deadline : 2022-08-31
(24) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctorant F/H Méthodes pour l’analyse des pannes reposant sur des techniques de types statistical learning
Les pannes hardware et problèmes software sont des problèmes majeurs pour les clusters HPC. Ils gâchent une grande quantité de ressources en empêchant le bon déroulement des calculs. C’est pourquoi il est primordial de les identifier, comprendre les circonstances qui ont mené à leurs apparitions en vue de les prédire et in fine de permettre des actions de maintenance préventives permettant de les éviter.
Deadline : 2022-08-31
(25) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctorant F/H cartographie et localisation crowdsourcées pour la conduite autonome en environnement urbain
Une des tâches fondamentales nécessaires à la navigation autonome d’un véhicule est celle de la localisation. Le besoin est de pouvoir obtenir des précisions de localisation d’ordre décimétrique voire centimétrique dans certains cas. L’emploi de récepteurs de signaux satellitaires (GNSS) de type Galileo, GPS, Glonass ou Baidu est communément répandu. Néanmoins, lorsqu’il s’agit de navigation en milieu urbain, ces solutions souffrent d’indisponibilités et de défaillances conceptuelles (trajets multiples dus au « canyoning », configurations satellitaires défavorables, conditions atmosphériques…). L’emploi de solutions reposant sur des GNSS RTK de précisions centimétriques est très onéreux.
Deadline : 2022-08-31
(26) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Energy-Aware Federated Learning
Deep neural networks have enabled impressive accuracy improvements across many machine learning tasks. Often the highest scores are obtained by the most computationally-hungry models [1]. As a result, training a state-of-the-art model now requires substantial computational resources which demand considerable energy, along with the associated economic and environmental costs. Research and development of new models multiply these costs by thousands of times due to the need to try different model architectures and different hyper-parameters.
Deadline : Open until Filled
(27) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctorant F/H Improving the early detection of failures in medical transducer manufacturing with machine learning
For several years, GEHC has been carrying out a major digitalization project of its site located in Sophia Antipolis to improve the quality of the transducers it produces, to anticipate any performance drifts, to better understand their origin, and to increase the overall efficiency of its supply chain.
Deadline : 2022-08-31
(28) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Modeling of photoplethysmography measurement and estimation of blood pressure
The post-doctoral project proposes to address this problem via a hybrid approach which builds on a hierarchy of mathematical models (PPG and blood flow measurement) of increasing complexity: from a simple 0D model (Windkessel RC) to a 3D poroelastic model of the tissue which links the PPG measurement to the level of tissue perfusion.
Deadline :2022-08-31
(29) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Space-time 3D animation stylization
The overall goal of this project is to investigate how computer tools can help capturing and reproducing the typicality of traditional 2D animations. More precisely, we plan to address the following two challenges:
- How to interactively generate in-betweening frames from a sparse sequence of rough drawings to swiftly explore different animation choices and motion designs.
- How to stylize the geometry and motion of a 3D animation to allow its seamless integration into a 2D animation.
Deadline : 2022-08-31
(30) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Automatic parallelization of C++ codes using the task-based method (C++, OCaml, compilation, parallelization, OpenMP)
The candidate will have to master our internal compiler written in OCaml (based on clang), and which will be the main tool for the research activities. He/She will improve this tool by adding new mechanisms to manage corner cases that constraint the parallelization possibilities. Then, he/she will work on the granularity of the tasks.
Deadline : 2022-08-31
(31) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Particle-based computer simulations in a virtual liver model to evaluate replacement of histology by Magnetic-resonance-based technologies
Researchers from SIMBIOTX have developed over decades computational models of multicellular systems with applications in systems biology and systems medicine of multi-cell systems in liver (e.g. Hoehme et. al., PNAS, 2010; Schliess et. al., Hepatology, 2014; Drasdo et. al., J. Hepat. 2014; Hammad et. al., Arch. Toxicol. 2014; Ghallab et. al., J. Hepat. 2016; Aubert et. al. J Biomech 2017 & CMAME 2017; Hoehme et. al., Bull. Math. Biol. 2018; Ghallab et. al., Hepatology 2018; Van Liedekerke et. al., Biomechanics and Modeling in Mechanobiology, 2020) and in in vitro experimental settings (Van Liedekerke et. al., Plos Comput. Biol. 2019 and refs. therein). The models span a wide range of submodels, including tissue organisation models representing each individual cell in time and space, molecular processes inside each cell, as well as models of flow and transport in the tissue (Vartak et. al., Hepatology, 2021, Boissier et. al. International Journal for Numerical Methods in Biomedical Engineering, 37(2), e3422, 2020).
Deadline : 2022-08-31
(32) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Neural Rendering
The Inria Sophia Antipolis – Méditerranée center counts 34 research teams as well as 7 support departments. The center’s staff (about 500 people including 320 Inria employees) is made up of scientists of different nationalities (250 foreigners of 50 nationalities), engineers, technicians and administrative staff. 1/3 of the staff are civil servants, the others are contractual agents. The majority of the center’s research teams are located in Sophia Antipolis and Nice in the Alpes-Maritimes. Four teams are based in Montpellier and two teams are hosted in Bologna in Italy and Athens. The Center is a founding member of Université Côte d’Azur and partner of the I-site MUSE supported by the University of Montpellier.
Deadline : 2022-08-24
(33) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Federated Learning in Healthcare (FLH): Analysis of Multicentric Hospital Data
The project FLH is a collaboration between the EPIONE group of Inria Sophia Antipolis and the startup MyDataModels (MDM). In this project, we focus on the use of federated learning for the analysis of healthcare data issued from a network of hospitals and clinical collaborators. The project is based on the development of unsupervised learning tools for the analysis of data from consultation software in general medicine.
Deadline : 2022-08-24
(34) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Fast Point-Based Methods for Rendering
The topics of this postdoctoral fellowship will cover fast point-based neural methods for rendering algorithms, both for captured and real scenes, in the continuity of the results developed during the project, see: https://project.inria.fr/fungraph/publications/
Deadline : 2022-08-23
(35) Postdoctoral Fellowship Position
Postdoc Fellowship Position summary/title: Post-Doctoral Research Visit F/M Design of strategies and tools for placing HPC tasks and data on heterogeneous memory architecture
The memory hierarchy of HPC platforms keeps becoming even more complex. Now that all processors have multiple levels of caches, memory itself is changing with the advent of different technologies with different performance characteristics. Heterogeneous memories first appeared in HPC several years ago with the Intel Xeon Phi processor. Custom strategies were implemented to place bandwidth-sensitive data buffers on the appropriate memory. The emergence on non-volatile memory DIMMs (that may be used either as fast storage or as slow but high-capacity memory) brought similar questions. Moreover several ARM and x86 platforms are going to combine HBM and DRAM on the road to exascale. There is a critical need for software stacks to learn portable ways to identify different kinds of memories, to abstract their characteristics in terms of performance, and to decide where to allocate which data buffer.
Deadline : 2022-08-22
About The National Institute for Research in Computer Science and Automation (Inria), France –Official Website
The National Institute for Research in Computer Science and Automation (Inria) is a French national research institution focusing on computer science and applied mathematics. It was created under the name Institut de recherche en informatique et en automatique (IRIA) in 1967 at Rocquencourt near Paris, part of Plan Calcul. Its first site was the historical premises of SHAPE (central command of NATO military forces), which is still used as Inria’s main headquarters. In 1980, IRIA became INRIA. Since 2011, it has been styled Inria.
Inria is a Public Scientific and Technical Research Establishment (EPST) under the double supervision of the French Ministry of National Education, Advanced Instruction and Research and the Ministry of Economy, Finance and Industry.
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