NARRATE develops an AI-based tool to enhance resilience in manufacturing and logistics. The Intelligent Manufacturing Custodian (IMC) acts as a nerve center, using data for proactive decision-making and real-time monitoring. IMC integration transforms supply chains into Smart Manufacturing Networks (SMNs) capable of withstanding disruptions. A Digital Twin represents SMN data, training machine learning models to predict disruptions. AI algorithms provide real-time reporting on a dashboard.

The project is motivated by two observations: (i) there is currently a shift from relational to Graph Databases (GDBs) that still suffer from a lack of a formal semantics; (ii) GDBs not only have to be queried, but also transformed in a meaningful and reliable way.

With 1.6 doctors per 1,000 people worldwide and 3.2 doctors per 1,000 people in France, medicine is under immense demographic pressure and providing appropriate access to care to the entire population is still a dream. According to the WHO, 1 in 4 people in Europe are affected by psychiatric disorders during their lifetime. In France, nearly 3 million people are affected by depression each year. An important challenge of artificial intelligence is to facilitate medical diagnoses.

Improving animal welfare (AW) is recognized as a key element for the sustainability of livestock production systems. The agroecological (AE) transition will have major impacts on AW with expected positive effects (increased space allowance for animals, more freedoms) but also specific vulnerabilities (less optimized and more diverse feeding regimens, fluctuating environments, emergence of pathogens).

Accéder à des sources documentaires hétérogènes anciennes constituées de textes manuscrits ou imprimés, d'images, de gravures, ou encore de photographies difficiles à indexer, constitue l'enjeu central des nouveaux systèmes dédiées à l’extraction d’information sémantique des corpus de documents.

L'objectif de ce projet est de développer des nouvelles méthodes et modèles d'IA pour le "Edge Computing" qui respectent des contraintes de vie privée et qui permettraient d'exécuter des algorithmes d'analyse d'images sur des dispositifs avec peu de ressources, par exemple des caméras intelligentes.

The rise of blockchains over the last decade has attracted growing attention from both academia and industry, leading to the development of several highly-visible systems and algorithms. These blockchain-based systems come, however, with many caveats in terms of performance and scalability, that are inherent to the total order that blockchain algorithms seek to achieve on their operations, which implies in turn a Byzantine-tolerant agreement.

STUDY, plateforme innovante d’accompagnement et d’apprentissage de l’écriture pour l’enfant, reposant sur le triptyque : entraînement régulier, analyse du tracé, apport de nouvelles technologies.