Josep De La Puente

The main objective of our project, KOIOS, is to develop new AI-based methods that are trustworthy (under human control and explainable), robust (resilient to attacks) and frugal in the use of resources (data, computing capabilities, energy,& ) addressing tasks in a more efficient manner than the current state-of-the-art ML/DL methods while...

Ultra-efficient high performance computing paves the way to a new world of possibilities, blurring the lines between the physical and digital world with ubiquitous computing. Devices at the edge must have a significant improvement in energy efficiency to provide the compute resources required for AI/ML/DL in a power constrained environment.

The AUTILLO...

Ultrasound imaging can be deeply enhanced by means of algorithms developed in the field of geophysical imaging. Such algorithms, based upon adjoint-state modelling and iterative optimization, provide quantitative images of human tissue with very high resolution. At present time, suchimages can only be attained by means of high-performance computing and using specific...

Abstract in Spanish:

El proyecto PIXIL es un esfuerzo de colaboración científico-tecnológica transfronterizo y multidisciplinar, con el objetivo de desarrollar las herramientas más punteras para analizar el subsuelo terrestre, con especial interés en favorecer el crecimiento de la energía...