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HYPer-Spectral near-field microscope in Terahertz Extended Range – HYPSTER
Electromagnetic radiation at mid-infrared (MIR) and terahertz (THz) frequencies (0.1 – 100 THz) addresses a rich variety of light-matter interactions. Unfortunately, diffraction limits the spatial resolution of classical far-field microscopes to nearly half the radiation wavelength, which lies in th
Scalable and robust representation learning on graphs – GraphIA
Graph data appear in almost all disciplines. Developing machine learning algorithms for graphs is a crucial task, with a plethora of interdisciplinary applications. As a prominent paradigm, network representation learning aims to embed nodes in a low-dimensional space, preserving the structural prop
Tolérance à la sécheresse et à la chaleur chez les plantes grâce à la conception d'ARN longs non codants assistée par l'IA – DHARP
Rice is one of the most important food crops globally, but its productivity is highly vulnerable to climate change, especially to increasing episodes of drought and extreme heat. These stresses often occur together and have a significant impact on yield and food security. While traditional breeding
CITADEL: PrivaCy and bIas mitigation in federaTed leArning for Digital hEaLth – CITADEL
Federated learning (FL) is a promising paradigm that is gaining grip in the context of privacy-preserving machine learning for edge computing systems. Thanks to FL, several data owners called clients (e.g., organizations in cross-silo FL) can collaboratively train a model on their private data, wit
HYPHES: IA & RO for a systemic approach to the management and resilience of urban infrastructure networks: energy, mobility, logistics – HYPHES
Within urban areas, the management of mobility, both the mobility of people and urban logistics and the management of energy, from its production to its consumption, including its distribution and storage, can no longer be thought of. independently, in a logic of silos, if these territories want to
Autoimmune CyTopenIa: genetics and pathophysiological mechaNism in pediatric Evans Syndrome – ACTION
Autoimmune diseases are considered to be multifactorial diseases with complex genetic backgrounds. Nevertheless, we have discovered monogenic cause of early-onset autoimmunity. The present project focuses on the genetic and pathophysiological studies of the pediatric Evans Syndrome (pES), a rare aut
Secure digital Identity and automated fraud detection in B2B socIaL networks – SIBIL-Lab
The SIBIL-Lab LabCom project is a collaboration between the ALG (Attestation Légale) SME and the LIRIS research laboratory (UMR CNRS 5205), both located in Lyon. ALG offers a solution for the management of commercial relations between customers and suppliers (B2B, i.e., Business-to-Business). ALG