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 LiveIt Feeling and perceiving the symptoms of schizophrenia in augmented reality to reduce stigma The symptoms of schizophrenia are difficult to visualise and this often leads to significant...
Exploratory action MARCQ Hybrid methods combining Reinforcement Learning and PDE Optimal Control methods for Quantum Computing This project pertains to quantum computing: we are interested in the possibility of encoding a logic...
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 POSP Point Process for Signal Processing In the context of bio-signal modeling, unsupervised techniques that highlight recurring patterns...
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 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 Backbone Efficient Symbolic Manipulation for Sparse Systems We seek to explicit, and then exploit, potential structural properties of algebraic systems in order...
Exploratory action BARD(E) Bacterial Antibiotic Resistance Diagnostics (Enhanced) Antibiotic resistance is a major public health threat, and clinicians are increasingly confronted...
Exploratory action Define preDicting protEin Functions : wIder aNd dEeper ABS develops novel methods to study protein structure and dynamics, using computational geometry...
Challenge EQIP Engineering for Quantum Information Processors Building a functional quantum computer is one of the grand scientific challenges of the 21st century...
Exploratory action Fluidonics Seismic Waves Manipulation through Hydrodynamics Boxes What if water eddies could shield structures against seismic waves? That's the bold idea behind the...
Exploratory action GRANIER GRAvitatioNal hazards in mountaIns in the contExt of Risks prediction — Nonsmooth modeling and simulation with data in Geomechanics In this exploratory action, it is proposed to work on numerical tools for the modelling and...