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 QAT Quantum Computing Architectures Algorithms Applications and their Theory (QAT) Quantum information processing is about finding algorithms and protocols t hat can solve problems...
Exploratory action StellaCage StellaCage: Geometry of plasma confinement in stellarators In collaboration with the start-up Renaissance Fusion, based in Grenoble, we explore some...
Exploratory action ALPHA-Design Learning physical laws to support design The design of new innovative products generally relies on numerical simulations to predict the...
Exploratory action APOLLON Apollo (Aristotle's POLitics : Language and numerical Optimization) The study of ideas of historical texts require an expertise identifying the context, the precise...
Exploratory action AVoCat Automated Verification of CATala programs Catala is a new programming language, designed to be understood by legal experts and to follow the...
Exploratory action Back to the trees Back to the trees Between secular floras and image recognition through artificial intelligence, we plan to use...
Exploratory action CACHAÇA Compact Asymmetric Cryptography with High Assurance for Constrained Applications Fast, safe, and strong cryptography is essential for secure networked communications. Currently...
Exploratory action Discotik Discrete geometry applied to morphomechanics of plant tissues Computational morphomechanics is the study of living tissue morphogenesis through the scope of...
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 PreMedIT Precision Medicine using Topology The goal of precision medicine is to tailor treatment according to patients’ characteristics, by...
Challenge PULSE PUshing Low-carbon Services towards the Edge To address climate challenges while meeting the growing need for computing resources, the PULSE...
Exploratory action REPAS New Portrayal of HPC Applications What is the right way to represent an application in order to run it on a highly parallel (typically...