IFP Energies Nouvelles (2018-2020)
Polynomial optimization for sparse signal recovery
Leaders: M. Castella and J.-C. Pesquet
IFP Energies nouvelles (2019-2022)
Graph-based learning from integrated multi-omics and multi-species data
Leader: F. Malliaros
Thales Group (2019-2022)
Neural network solutions for safety of complex systems
Leaders: F. Malliaros and J.-C. Pesquet
General Electric Healthcare (2018-2021)
Minimally invasive assessement of coronary disease
Leader: H. Talbot
General Electric Healthcare (2017-2020)
Optimization methods for breast tomosynthesis
Leaders: E. Chouzenoux and J.-C. Pesquet
General Electric Healthcare (2019-2022)
3D reconstruction for interventional surgery
Leaders: J.-C. Pesquet and E. Chouzenoux
Schneider Electric (2019-2022)
Neural network modeling of electrical motors
Leaders: M. Castella and J.-C. Pesquet
SNCF ( 2018-2019)
Developing an automatic system based on deep learning which monitors different types of defects in the current railway network of France
Leader: M. Vakalopoulou
SNCF (2019-2020)
Examining the potential of machine learning algorithms in the analysis of scouring reports of aquatic foundations
Leaders: F. Malliaros and M. Vakalopoulou
Essilor (2019-2020)
Algorithms for refraction measurement
Leaders: E. Chouzenoux and J-C. Pesquet