INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET AUTOMATIQUE

Forschungsprojekte

• Dynamics-Aware Theory of Deep Learning The recent advances in deep learning (DL) have transformed many scientific domains and have had major impacts…
• Foundations of transcendental methods in computational nonlinear algebra Polynomial equations and inequalities raises fundamental theoretical issues, many of which have been answered…
• Reinventing Symmetric Cryptography for Arithmetization over Large fiElds "Symmetric cryptography is finding new uses because of the emergence of novel and more complex (e.g. distribu…
• High-impedance Superconducting Circuits Enabling Fault-tolerant Quantum Computing by Wideband Microwave Control A physical system implementing a quantum bit (qubit) is never perfectly isolated from an uncontrolled environ…
• Leveraging Precision in Numerical Optimization for Robotic Motions Automated vehicles and complex robot workers are expected to be used massively soon, with positive impacts on…
• Custom Cryptographic Solutions with Formal Security Guarantees Modern web applications routinely rely on standardized cryptographic protocols and algorithms to protect sens…
• European Network in Coding Theory and Applications Coding theory is a cornerstone of the mathematics of communications. It an interdisciplinary field, lying at…
• SEcure Decentralised Intelligent Data MARKetplace The EU data economy has grown tremendously, with forecasts predicting to reach 800Billion Euros in 2025. Data…
• Application Aware, Life-Cycle Oriented Model-Hardware Co-Design Framework for Sustainable, Energy Efficient ML Systems AI is increasingly becoming a significant factor in the CO2 footprint of the European economy. To avoid a con…
• A LIGHTWEIGHT SOFTWARE STACK AND SYNERGETIC META-ORCHESTRATION FRAMEWORK FOR THE NEXT GENERATION COMPUTE CONTINUUM The vision of NEPHELE is to enable the efficient, reliable and secure end-to-end orchestration of hyper-distr…
• Georgian Artificial Intelligence Networking and Twinning Initiative GAIN will take a strategic step towards integrating Georgia, one of the Widening countries, into the system o…
• Modern Approaches to the Monitoring of BiOdiversity EU policies, such as the EU biodiversity strategy 2030 and the Birds and Habitats Directives, demand unbiased…