Publisher Copyright: © 2024 The Royal Society of Chemistry. This work is funded by FCT-MCTES (Fundação para a Ciência e Tecnologia, I. P.) via the postdoctoral grant SFRH/BPD/123502/ 2016, under the projects LA/P/0037/2020, UIDP/50025/2020 and UIDB/50025/2020 of the Associate Laboratory Institute of Nanostructures, Nanomodelling and Nanofabrication—i3N, and by the projects FlexSolar (PTDC/CTM-REF/1008/2020), Sp...
Funding Information: The APC was financed by Instituto Politécnico de Setúbal. Publisher Copyright: © 2023 by the authors.; The current paper presents a hyper parameterization optimization process for a convolutional neural network (CNN) applied to pipe burst locations in water distribution networks (WDN). The hyper parameterization process of the CNN includes the early stopping termination criteria, dataset si...
Funding Information: Funding: This research was funded by the ALGARVE BIOMEDICAL CENTER as part of a larger set of projects in response to the COVID-19 pandemic. The participation of Ó.B.F., N.K. and D.K. occurred within a Marie Skłodowska-Curie Innovative Training Network (HealthPros—Healthcare Performance Intelligence Professionals) that has received funding from the European Union’s Horizon 2020 research and...
HIV-1 subtypes associate with differences in transmission and disease progression. Thus, the existence of geographic hotspots of subtype diversity deepens the complexity of HIV-1/AIDS control. The already high subtype diversity in Portugal seems to be increasing due to infections with sub-subtype A1 virus. We performed phylogenetic analysis of 65 A1 sequences newly obtained from 14 Portuguese hospitals and 425 ...