Projectes
Deep Learning (DL) techniques are key for most future advanced software functions in Critical Autonomous AI-based Systems (CAIS) in cars, trains and satellites. Hence, those CAIS industries depend on their ability to design, implement, qualify, and certify DL-basedsoftware products under bounded effort/cost.There is a fundamental gap between Functional Safety (FUSA)...
Cardiovascular disease (CVD) remains the leading cause of mortality worldwide, accounting for about a third of annual deaths. Refusing structured and unstructured data has the potential for significant health benefits for the population suffering from CVD. Healthcare data reuse in Europe faces privacy and fragmentation issues, high data formats and language diversity, and a...
Despite clear signs that the impacts of climate change are escalating, the global response has been inadequate. Traditional scientific efforts have fallen short of providing knowledge and tools that have been broadly applied in decision-making, and innovative approaches to knowledge translation are needed.
To catalyse climate action in Europe to protect public health,...
The project proposes a solution for making on-demand configurable digital twin engines for forecasting of environmental extremes at the sub-km scale. We name the solution Destination Earth On-Demand Extremes (DEODE). The core of our solution is to provide an on-demand workflow with co-design of high resolution predictions about extreme weather events combined with decision...
In the last report of its first working group, the Intergovernmental Panel on Climate Change (IPCC) concluded that there is still much unknown about regional climate change. Even over a number of very large regions, seventy years of warming does not seem enough to assess if three has been a change in hydrological extremes (floods and droughts). Given that the global climate...
Einstein Telescope (ET) will be the European Third-Generation (3G) Gravitational Wave (GW) Observatory, designed to observe the universe by covering the whole spectrum observable from Earth with interferometric GW detectors. ET will put Europe at the forefront of GW research, being the first and most advanced 3G GW observatory.
Europe will take the...
Our changing climate is already affecting millions of people across the world and will continue to do so in the coming decades. Successful adaptation strategies require the best available estimate of plausible future climate trajectories. Traditionally, this information has been mostly based on results from climate model projections that follow different future socio-economic...
The radical transformation of transport systems so they provide sustainable, clean, safe and integrated mobility is a major policy goal at nationaland European level. A major part of this effort aims to provide enhanced mobility experience to all users and improve the efficiency and safety of the transport network. Furthermore, the transport sector has a significant...
The prevalence of inflammatory upper airways diseases is estimated around 20% of the worldwide population. These pathologies damagethe life quality of approximate 1000 millions of people suffering that problem implies a huge economical cost.
Today existing treatments do not offer enough efficacy to successfully fight these diseases. It should be...
Hasta hace poco, el desarrollo de sistemas de TA se limitaba necesariamente a pares de idiomas para los que existían grandes corpus paralelos que podían utilizarse para entrenar modelos de traducción. En 2018, dos enfoques concurrentes [Artetxe, 2018] y [Lample,2018] demostraron que la TA no supervisada (utilizando solo corpus monolingües) era...