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 DisEvo Distributed Algorithms on Evolving Data In this project we will devise algorithms and techniques for various fundamental distributed...
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...
Challenge LearnNet Learning Networks While machine learning is revolutionizing entire sectors of the digital economy and scientific...
Exploratory action LearnToOpt Learning to Optimize : Beyond Gradient-Based Optimization Many difficult real-world optimization problems require the usage of randomized derivative-free...
Challenge LiberAbaci The Coq proof assistant and mathematics education Computer proof tools have gained recognition in the production of reliable software and the...
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...
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...
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...
Exploratory action PATH PAtient PaThway in the Hospital environment European healthcare systems are faced with multiple challenges, including an aging population, an...
Exploratory action POSP Point Process for Signal Processing In the context of bio-signal modeling, unsupervised techniques that highlight recurring patterns...
Exploratory action ProgReco Program Recognition by Machine Learning and Application to Program Optimization Program comprehension is a fundamental problem in computer science, with many applications (reverse...
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...
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 XGAN Interpretable Representation Learning for Video GANs Despite remarkable progress in generative adversarial networks (GANs), such networks operate...