In this work we will document the design and performances of a SiPM-based photodetector with surface area 100 cm$^2$ conceived to operate as replacement for PMTs. The signals from 94 SiPMs are summed up produce an aggregated output that exhibits in liquid nitrogen dark count rate (DCR) lower than cps over entire surface, signal noise ratio better 13, timing resolution 5.5 ns. module feeds about...

Studies are being conducted on analysis methods for multilayer networks. If each layer network of the original can be reconstructed from single-layer obtained by aggregating network, a more detailed will become possible using conventional methods. In this study, we investigate extent to which with aggregated network. Our findings include that semisupervised learning graph neural networks recons...

In this work, we analyse the links between ghost penalty stabilisation and aggregation-based discrete extension operators for numerical approximation of elliptic partial differential equations on unfitted meshes. We explore behavior methods in limit as parameter goes to infinity, which returns a strong version these methods. observe that suffer locking limit. On contrary, aggregated finite elem...

Evidence shows that malaria risk maps are rarely tailored to address national control program ambitions. Here, we generate a malaria risk map adapted for malaria control in Sudan. Community Plasmodium falciparum parasite rate (PfPR) data from 2000 to 2010 were assembled and were standardized to 2-10 years of age (PfPR(2-10)). Space-time Bayesian geostatistical methods were used to generate a ma...