Guillaume Houzeaux

Compute- and data-driven research encompasses a broad spectrum of disciplines and is the key to Europe s global success in various scientificand economic fields. The massive amount of data produced by such technologies demands novel methods to post-process, analyze, and to reveal valuable mechanisms. The development of artificial intelligence (AI) methods is rapidly...

High performance computing (HPC) has transformed scientific research across numerous disciplines by supportingtheory and experiments with numerical simulations. Exascale computing is the next milestone in HPC and is called to play an important role in economic competitiveness, societal challenges and science leadership. Combustion isone of the fields with high strategic...

Chronic Obstructive Pulmonary Disease (COPD) is an highly disabling airways pathology, with a high prevalence and a significanteconomic and social cost. It is caused by a complex variety of interactions between genes and the environment that give rise to severalclinical phenotypes. New therapeutic targets have recently been found, giving hope for improving the living...

Design and maintenance of future pressurized fuselage composite structures is mainly influenced by the requirement to cope with accidental impact damages. Current aerospace certification process for composite structures is derived from deterministic approaches used for metallic airframe design. But within this concept, the stochastic nature of impact damages in composite...