Earables for Detection of Bruxism: A Feasibility Study

Bruxism is a disorder characterised by teeth grinding and clenching, and many bruxism sufferers are not aware of this disorder until their dental health professional notices permanent teeth wear. Stress and anxiety are often listed among contributing factors impacting bruxism exacerbation, which may explain why the COVID-19 pandemic gave rise to a bruxism epidemic. It is essential to develop tools allowing for the early diagnosis of bruxism in an unobtrusive manner. This work explores the feasibility of detecting bruxism-related events using earables in a mimicked in-the-wild setting. Using inertial measurement unit for data collection, we utilise traditional machine learning for teeth grinding and clenching detection. We observe superior performance of models based on gyroscope data, achieving an 88% and 66% accuracy on grinding and clenching activities, respectively, in a controlled environment, and 76% and 73% on grinding and clenching, respectively, in an in-the-wild environment

Tensile behavior of an austenitic stainless steel subjected to multidirectional forging

The mechanical behavior of a chromium -nickel austenitic stainless steel with submicrocrystalline structures produced by multidirectional forging (MDF) to a total strain of ∼ 4 at temperatures of 700 and 600° C was studied. This processing resulted in the formation of uniform ultrafine grained structure with an average crystallite size of 360 and 300 nm, respectively, and high dislocation density. The tensile tests were carried out in a wide temperature range 20 -650° C. At ambient temperature, the yield stress (YS) comprised 900 MPa and 730 MPa in the samples subjected to MDF at 600 and 700° C, respectively. It should be noted that this strength was achieved along with elongations of 16% and 22% in the samples subjected to MDF at 600 and 700° C. The YS decreased and elongati on-to-failure tends to increase with increasing test temperature and approaching 235 MPa and 51%, respectively, at 650° C. Effect of temperature on mechanical behavior of stainless steel with submicrocrystalline structure is discusse

Association of the EPAS1 gene G/A polymorphism with successful performance in a group of Russian wrestlers

A large number of studies showed that the gene EPAS1 may serve as a possible predictor of success in sports because of its influence on the processes of oxygen transportation and consumption. However, data concerning the impact of EPAS1 polymorphisms on sports achievements in the modern research literature are very scarce and contradictory. The aim of the present paper was to study genetic selection in the polymorphic system of the EPAS1 gene (rs1867785) in a group of male sambo practitioners. 312 Russian males from 18 to 30 years of age were studied. Of them, 220 were professional athletes and 92 were non-athletes, who served as the control group. The genotype of a single nucleotide G/A polymorphic system of the EPAS1 gene was determined for each participant of the study. Analysis of genotype frequencies revealed statistically significant differences between the two groups. An increase of АА and AG genotype frequencies was revealed in the group of athletes (χ2 = 8.68, p = 0.01). Thus, for sambo practitioners, who reached high levels, the presence of the minor А-allele in the genotypes was typical. The odd ratio (OR) calculated for this group was 1.800 (95 % CI 1.227–2.641), demonstrating that the carriers of the А-allele of the EPAS1 gene had some advantages over the carriers of the G-allele. OR for the highest-rank wrestlers was even higher, 1.990 (95 % CI 1.195–3.313). These results suggest directed genetic selection in the А-allele carriers of the EPAS1 gene among sambo practitioners

Proactive monitoring system for investment projects: mathematical support

Using mathematical based evaluation systems will help ranking investment projects to select the best and most promising among the available. Based on the study, the author sees it best to apply mathematical models and concentrate on conceptual investment projects for reducing monitoring and evaluation costs, as well as initial development costs. Optimal ways to form expert groups for investment project proactive monitoring is offered in conclusio

Competent Mentoring as a Condition for an Effective Educational Process of Professional Education

В статье рассматривается роль наставничества как инновации в системе профессионального образования. Показывает влияние грамотного наставничества на эффективность производственного процесса предприятия.The article examines the role of mentoring as an innovation in the system of vocational education. The author points out the influence of competent mentoring on the efficiency of the production process of the enterprise

Genetic determinants of resistance to hypoxia as one of the success factors in martial arts

Objective: to study the genetic selection of the EPAS1 gene (G/А, rsl867785) in a group of athletes involved in Greco-Roman wrestling with different levels of sportsmanship. Materials and methods: the genetic examination of 79 male athletes (from 7 to 25 years old) involved in Greco-Roman wrestling and 92 controls (from 7 to 30 years old) was performed. Results: the frequency of A-allele associated with better adaptation to hypoxic conditions was higher in the group of wrestlers (EPAS1*GG - 27.8% EPAS1*AG - 67.1% and EPAS1*AA - 5.1% against EPAS1*GG - 56.5% EPAS1*AG - 35.9% and EPAS1 *AA - 7.6 %. x2 = 16.7 p = 0.0002). The frequency of A-allele carriers increased with increasing level of sportsmanship of studied athletes. The increase in the frequency of minor A-allele in the subgroup of Greco-Roman wrestlers testifies to their advantage in comparison with the carriers of G-allele. Conclusions: G/A-polymorphism of the EPAS1 gene can be used in the selection and prediction of sports success in Greco-Roman wrestling

Strategic management of smart specialization in regional economic development: connection of export, sectoral, scientific, and technological competences

The article proposes a methodological approach to determining the priorities of smart specialization based on the conjugation of industry-specific specialization at the global, national, and macroregional levels and the scientific and technological competences of the region in the context of geographical, structural, technological, and cognitive proximit

On the Cauchy Problem for the Korteweg-de Vries Equation with Steplike Finite-Gap Initial Data I. Schwartz-Type Perturbations

We solve the Cauchy problem for the Korteweg-de Vries equation with initial conditions which are steplike Schwartz-type perturbations of finite-gap potentials under the assumption that the respective spectral bands either coincide or are disjoint.Comment: 29 page

Theoretical and methodological approaches to assessing the quality of regional economic space

For the decision of problems of spatial-territorial development of innovation system of region it is necessary to realize estimation of quality of economic space on the basis of different indexes. These indicators can include territorial ones, used as tools to assess the innovation subsystem of the regional economy, as well as various approaches to the analysis of spatial factors considered in assessing the types of economic space in the regio

Factor assessment of the aesthetic and consumer parameters of the region

The designed aesthetic and consumer parameters of the region (coefficients of representation of objects) depend on the type of settlement, individual characteristics of the population, its psychological and physiological characteristics, features of the combination of aesthetic resources and accessibility of areas of public environmental managemen