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 MEGAVOLT Machine Learning and Evolution Equations A fierce scientific problem is to build a mathematical and numerical bridge between, on the one hand...
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 OS Eliminating the Utilization Gap in Data Centers Data centers are today at the heart of all computing, from providing the computing power that...
Exploratory action A/D Drugs From analog to digital drugs When it comes to treating mental disorders, the emergence of resistance to medication is a major...
Exploratory action ALAMO Alternative algorithms for the simulation of lattice models Stochastic lattice models are of constant interest to the scientific community, both for their...
Exploratory action Ayana AI and Remote Sensing on board for the New Space the AYANA AEx is an interdisciplinary project using knowledge in stochastic modeling, image...
Exploratory action Backbone Efficient Symbolic Manipulation for Sparse Systems We seek to explicit, and then exploit, potential structural properties of algebraic systems in order...
Exploratory action CircleD Computational Structural Reuse for Circular Design Circular design aims at expanding the lifespan of industrial products through repair and reuse. But...
Challenge COLaF Corpus and Tools for the Languages of France Through the COLaF project (Corpus et Outils pour les Langues de France, Corpus and Tools for the...
Exploratory action Define preDicting protEin Functions : wIder aNd dEeper ABS develops novel methods to study protein structure and dynamics, using computational geometry...
Exploratory action ExODE Scaling the solving of Ordinary Differential Equation for Computational Biology In biology, the vast majority of systems can be modeled as ordinary differential equations (ODEs)...