Parolini, Nicola Dede', Luca Ardenghi, Giovanni Quarteroni, Alfio
Published in
Infectious Disease Modelling
Several epidemiological models have been proposed to study the evolution of COVID-19 pandemic. In this paper, we propose an extension of the SUIHTER model, to analyse the COVID-19 spreading in Italy, which accounts for the vaccination campaign and the presence of new variants when they become dominant. In particular, the specific features of the va...
Delices, Annette Zhang, Jinbao Santoni, Marie-Pierre Dong, Chang-Zhi Maurel, François Bellynck, Sébastien Chevillot, Alexandre Vlachopoulos, Nick Hagfeldt, Anders Jouini, Mohamed
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The effect of a series of triarylamine based D-π-A organic dyes, namely RK1, BA504, BA741 and the simple L1 reference dye on solid-state dye sensitized solar cells (s-DSSCs) performances was studied. The solid hole transporting material (HTM) was obtained by in-situ photoelectrochemical polymerization (in-situ PEP) process applied in two different ...
Simou, Effrosyni
In several machine learning settings, the data of interest are well described by graphs. Examples include data pertaining to transportation networks or social networks. Further, biological data, such as proteins or molecules, lend themselves well to graph-structured descriptions. In such settings, it is desirable to design representation learning a...
Forooghifar, Farnaz
Remote health monitoring has attracted a lot of attention over the past decades to provide the opportunity for early detection of pathological health conditions. This early detection improves the quality of life for the patients and significantly reduces the burden on their family members. Moreover, this improvement reduces the socioeconomic conseq...
Beco Albuquerque, Fabio
Dielectric elastomer actuators (DEAs) are interesting soft actuators compared to other actuation technologies owing to large achievable actuation strains, high energy density and fast actuation. However, because DEAs need to be operated under high electric fields to achieve the required strain and force ranges for industrial applications, a trade-o...
Lauinger, Dirk
Future low-carbon societies will need to store vast amounts of electricity to stabilize electricity grids and to power electric vehicles. Vehicle-to-grid allows vehicle owners and grid operators to share the costs of electricity storage by making the batteries of electric vehicles available to the grid. In practice, vehicle owners decide when to re...
Monari, Silvia
Humans show inter-individual differences in vulnerability to develop post-traumatic stress disorder (PTSD) following exposure to trauma. Several critical biobehavioral features have been consistently described in PTSD patients, including blunted cortisol levels, smaller hippocampal size, sleep disturbances. However, because of the delay between tra...
Sanchez, Thomas
Magnetic Resonance Imaging (MRI) is a non-invasive, non-ionizing imaging modality with unmatched soft tissue contrast. However, compared to imaging methods like X-ray radiography, MRI suffers from long scanning times, due to its inherently sequential acquisition procedure. Shortening scanning times is crucial in clinical setting, as it increases pa...
Aziznejad, Shayan
In this thesis, we reveal that supervised learning and inverse problems share similar mathematical foundations. Consequently, we are able to present a unified variational view of these tasks that we formulate as optimization problems posed over infinite-dimensional Banach spaces. Throughout the thesis, we study this class of optimization problems f...
Fritz, Livia Vilsmaier, Ulli Clément, Garance Daffe, Laurie Pagani, Anna Pang, Melissa Gatica-Perez, Daniel Kaufmann, Vincent Santiago Delefosse, Marie Binder, Claudia R.
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Action-oriented, transformative, and transdisciplinary approaches are increasingly heralded as promising tools that enable researchers not only to produce new knowledge about a situation, but also to actively engage in tackling it; however, such approaches raise critical questions about the methodological implications and conflicts involved in purs...
