Triangular Mesh Surface Subdivision Based on Graph Neural Network by Guojun Chen, Rongji Wang

“…Dynamic graph convolution was introduced to learn the global features of the mesh in the way of stacking, so as to improve the subdivision effect of the network on the extreme input mesh. …”
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The Prospects for Wind Energy Development in the Republic of Belarus by Y. S. Petrusha, N. A. Papkova

“…The principal task is to choose the location of wind power plants with due regard to environmental requirements, temperature and humidity conditions, terrain and geological features of the location. The results of calculations of the wind flow conditions showed the preference for the joint application of the Weibull and Rayleigh functions that provide the confidence interval of the approximation of the wind speed function, while the terrain specific features make it possible to expect to obtain higher values of the established capacity utilization factor. …”
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Bearing fault diagnosis based on a multiple-constraint modal-invariant graph convolutional fusion network by Zhongmei Wang, Pengxuan Nie, Jianhua Liu, Jing He, Haibo Wu, Pengfei Guo

“…Then, the spatial aggregation property of Graph Convolutional Neural Networks (GCN) is utilized to capture the dependency relationship between current and vibration modes with similar time step features for accurately fusing contextual semantic information. …”
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NoMeFormer: Non-Manifold Mesh Transformer by M. Heidarianbaei, M. Dorozynski, M. Mehltretter, F. Rottensteiner

“…Existing deep learning models face problems when processing meshes with non-manifold structures. …”
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Global Competition and Small Business in the Light of 4th Industrial Revolution by L. N. Pavlova

“…The article analyses global experience dealing with attaining competitiveness of companies of small and medium business, studies forms, methods, specific features, goals of the new stage of shaping demand and supply on the basis of achievements of the 4th industrial revolution. …”
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YOLO-RDM: A high accuracy and efficient algorithm for magnetic tile surface defect detection with practical applications. by Wei Niu, Cheng Lv, Enxu Zhang, Zhongbin Wei

“…To solve these problems, this study proposes a novel magnetic tile defect detection algorithm called YOLO-RDM. …”
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Effects of Study-Integrated Well-Being Course Intervention for Different Burnout and Engagement Profiles of University Students by Kristiina Räihä, Nina Katajavuori, Kimmo Vehkalahti, Henna Asikainen

“… As the increase in university students’ mental health problems poses significant challenges to education, new research-based ways to support students’ well-being in higher education are urgently needed. …”
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Gastroesophageal Reflux Disease and Erosive-Ulcerative Lesions of the Gastroduodenal Zone in Schoolchildren of Various Ages in Siberia by E. V. Kasparov, T. V. Polivanova, V. A. Vshivkov

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Non-conveyance in the ambulance service: a population-based cohort study in Stockholm, Sweden by Veronica Lindström, Jakob Lederman, Caroline Löfvenmark, Therese Djärv, Carina Elmqvist

“…In general, most cases of non-conveyance occur at the highest dispatch level, to a large extent involve younger patients, and features problems assessed by ambulance clinicians as non-specific or related to psychiatric symptoms.…”
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Cytokine profile of oral fluid in patients with food allergy associated with atopic dermatitis and psoriasis by A. A. Barilo, S. V. Smirnova, O. V. Peretyatko

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CONTENT OF CONNOTATIVE SKILLS OF PROFESSIONAL COMMUNICATION OF FUTURE PSYCHOLOGISTS by Lebid Olha, Hrytskevych Polina

“…Based on the study of the problems of interpersonal communication, features of professional communication of future specialists, the essence and structural components of professional communication of psychologists, the formation of professional communication of future specialists, the content of professional communication skills of future specialists, the essence of the concept of “connotation”, as well as the connotative aspect of professional speech, we conducted a theoretical study to substantiate the content of connotative skills of professional communication of future psychologists. …”
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Simulating Сarbon Dioxide Emissions when Cultivating Soil by Nozim I. Jabborov, Aleksandr V. Dobrinov, Aleksei P. Mishanov, Anatoliy P. Savelyev

“…The urgency of the study is related to the problem of reducing emissions of climate-impacting substances used on agricultural areas. …”
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Global Practices and Trends in the Field of Socially Responsible Business by M. V. Shatokhin, T. G. Antropova, N. M. Suray, O. I. Alaukhova

“…Apart from that it provided critical analysis of problems connected with ESG ratings. The growing attention of world community to sustainable development caused a rise in the number ESG rating suppliers, but this extension resulted in additional problems. …”
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Human–wildlife interactions by C. Rosell, F. Llimona

“…Regardless of the specific nature of the problem, the public was generally divided on how the problem should be addressed. …”
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Depression detection based on dual path DCGAN data generation and classification-regression network by LU Jingxue, LI Hongyan, ZHENG Ruichao, QIN Ruizhen

“…The existing research on voice-based depression detection has many problems, such as complicated feature extraction, single data expansion and uncontrollable prediction bias in regression prediction. …”
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Survivor optimizer: A competitive strategy for enhanced search efficiency by Arif Yelği

“…Together with the best-set selection approach, this competitive feature seeks to preserve diversity and efficiently identify the best answers. …”
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Spatial Analysis on Networks: Towards identifying similarity of routes by Panagiotis Agourogiannis, Dimitris Kavroudakis, Marios Batsaris

“…Finally, the methodology as well as the search algorithm can be applied to any Spatial Network (transportations, environment, energy) described by its geographical features, considering all kinds of geographical issues, thus solving spatial problems and contributing to local development. …”
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GEOINFORMATION ANALYSIS OF ECOLOGICAL STABILITY OF A RIVER BASIN OF TASHLA by Igor Yur’evich Katorgin, Konstantin Yurevich Shkarlet, Roman Yurevich Sedykh

“…Problems of pollution of the small rivers of Stavropol Plateau are considered. …”
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APPLICATION OF IMPROVED EXPERIENCE WAVELET TRANSFORM IN FAULT DIAGNOSIS OF WIND TURBINE GEARBOX by HU Xuan, LI Chun, YE KeHua

“…Aiming at the problems that the minor fault features of wind turbine gearbox bearings are easily submerged and difficult to extract under the background of strong noise, a continuous average spectral negative entropy（CASN） is proposed to improve the empirical wavelet transform（EWT）. …”
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The Behaviour of Mistuned Piezoelectric Shunt Systems and Its Estimation by M. Berardengo, S. Manzoni, M. Vanali

“…This type of vibration attenuation has several advantages but suffers from problems related to possible mistuning. In fact, when either the mechanical system to be controlled or the shunt electric impedance undergoes a change in their dynamical features, the attenuation performance decreases significantly. …”
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