Not less than one hundred thousand Unmanned Aerial Vehicles (UAVs) are expected to perform flights simultaneously in Russia by 2035. The UAV fleet capacity triggers the development of systems for informational support, operating control and management (Unmanned Aircraft System Traffic Management (UTM) systems) similar that already manned aviation. challenges arising sphere civil aviation cannot...

The research community has paid great attention to the prediction of air traffic flows. Nonetheless, examining patterns for unmanned aircraft management (UTM) is relatively sparse at present. Thus, this paper proposes a one-dimensional convolutional neural network and encoder-decoder LSTM framework integrate flow with intrinsic complexity metric. This adapted metric takes into account important...

Assuming simple properties of the spectator particle in weak decays the form factors of hadronic current matrix elements are shown to be related to a single universal function. The Isgur-Wise result for heavy-to-heavy transitions follows as well as similar relations for heavy-to-light decay processes. The approximation should hold for total energies of the final particle large compared to the c...

The renormalization group formalism was applied to calculate the spinlattice relaxation rate T 1 of a well-defined magnetic moment in the neighborhood of a spin degenerate Anderson impurity. In the Kondo regime, T 1 in function of the temperature T presents a peak at the Kondo temperature Tk; for T ≪ Tk, the system behaves as a heavy Fermy liquid, with an enhanced density of states, which incre...

Although ubiquitous, no universal function can be confidently ascribed to glutathione. The eye lens maintains higher concentrations of reduced glutathione within its cells than do other tissues (Waley, 1969). The ratio of protein thiol to reduced glutathione in most species of lens is about 5:1 (Kuck et al., 1982). The requirement for glutathione in maintaining a transparent lens is indicated b...

Adaptive fuzzy systems are usefull universal function approximators. But they suffer from the curse of dimensionality. I.e. the number of parameters, which have to be tuned, increases drastically if the number of input variables increases. This has the effect that memory and computational demands increase also drastically, and more stringently fitting problems may occur if the number of trainin...

We calculate, in the framework of QCD sum rules and to next-to-leading order in perturbation theory, the universal function ξ3(v · v) which appears at order 1/mQ in the heavy quark expansion of meson weak decay form factors. We find that radiative corrections of order αs are very important. Over the kinematic range accessible in semileptonic decays, ξ3(v ·v′) is proportional to the leading-orde...

Fuzzy models present a singular Janus-faced: On the one hand, they are knowledge-based software environments constructed from a collection of linguistic IF-THEN rules, and on the other hand, they realize nonlinear mappings which have interesting mathematical properties like "low-order interpolation" and "universal function approximation". Neuro-fuzzy basically provides fuzzy models with the cap...