At the end of the twentieth century, increased access to certain technologies and processes, such as 3D scanning, computer-aided design, rapid fabrication and microcircuitry, enabled consumers to become creators of material design.These activities, which collectively came to be known as making, extended across both public and private sectors, inclu
Mixup is a powerful data augmentation strategy that has been shown to improve the generalization and adversarial robustness of machine learning classifiers, particularly in computer vision applications.Despite its simplicity and effectiveness, the impact of Mixup on the fairness of a model has not been thoroughly investigated yet.In this paper, we
The electrification rate in sub-Saharan Africa, standing at 45% in 2018, is significantly lower when compared with global benchmarks.The 600 million individuals lacking access to electricity constitute over two-thirds of the worldwide aggregate of the population lacking electricity.Limitations of power grids have placed a disproportionate burden of
The main difficulty of developing measures for complex evaluation of loading and increasing of resource of running gear parts performance is considering of differences of performance conditions of wheel-rail system.The article presents review of Russian and foreign experience on selection of shapes of carriage wheel profiles depending on the develo