Structural optimization of non-conservative systems with respect to stability criteria is a research area with important applications in fluid-structure interactions, friction-induced instabilities, and civil engineering.In contrast to optimization of conservative systems where rigorously proven optimal solutions in buckling problems have been foun
Natural disasters and epidemics are unfortunate recurring events that lead to huge societal and economic loss.Recent advances in supercomputing can facilitate simulations of such scenarios in (or even ahead of) real-time, therefore supporting the design of adequate responses by public authorities.By incorporating high-velocity data from sensors and
In this study, we present an advanced electronic component classification system with Collections an exceptional classification accuracy exceeding 99% using state-of-the-art deep learning architectures.We employed EfficientNetV2B3, EfficientNetV2S, EfficientNetB0, InceptionV3, MobileNet, and Vision Transformer (ViT) models for the classification ta
This article analyzed the long-term impact of tree growth on the decrease in sunlight of a planned photovoltaic installation.As trees grow, they can obstruct sunlight and reduce the amount of insolation reaching the PV panels, and knowledge about the degree of this reduction is crucial when assessing the long-term economic effects of the investment