Exploratory action MRF-zero Magnetic Resonance Fingerprinting sequence optimization via optimal control Magnetic Resonance Fingerprinting (MRF) is a recent technology which has the potential to become a...
Challenge URGE Emergency department patients pathways and care optimization For more than 15 years, emergency departments have been facing a steady increase in their number of...
Exploratory action AEROTouch AErial RObots with the sense of Touch Get ready for a revolution in drone technology! Aerial robots, commonly known as "drones," will be...
Exploratory action AM2OR Adaptive Meshes for Model Order Reduction Mesh adaptation and Model Order Reduction both aim at reducing significantly the computational cost...
Exploratory action BrainGPT Transforming Transformers into Cognitive Language Models In the wake of the emergence of large-scale language models such as ChatGPT, the BrainGPT project is...
Exploratory action COMPARTIMENTAGE Spatio-Temporal Imaging and Modeling of Signaling Pathway Compartmentalization G protein-coupled receptors (GPCRs) form a large class of membrane receptors mainly targeted by...
Exploratory action Equity Analytics Addressing pay equity with visual analytics The goal of this project is to explore, develop, and test pay equity visual analytics solutions in...
Challenge FedMalin Federated MAchine Learning over the INternet (FedMalin) In many use-cases of Machine Learning (ML), data is naturally decentralized: medical data is...
Exploratory action HLI Humanlab Inria The Humanlab Inria (HLI) exploratory action aims to create a model of collaboration between INRIA...
Exploratory action KoopduMonde Koopman operator modelling of nonlinear dynamical systems for ensemble methods The so-called "ensemble-based" prevision methods in oceanography and meteorology use an ensemble of...
Exploratory action LearnToOpt Learning to Optimize : Beyond Gradient-Based Optimization Many difficult real-world optimization problems require the usage of randomized derivative-free...
Exploratory action NAP NAP - Apprentissage de représentation pour les données Non Applicable et relationnelles Most machine learning models expect to receive tables with samples in rows and attributes in columns...
Challenge OmicFinder Biological data indexation The genomic data produced by reading the DNA of cells is enabling crucial advances in medicine...
Exploratory action OptiGPR3D Optimal direct and inverse modeling for 3D GPR imaging in complex environments With an a priori provided by a classical imaging method, could we design a network of emitters that...
Challenge PULSE PUshing Low-carbon Services towards the Edge To address climate challenges while meeting the growing need for computing resources, the PULSE...