Review of experience in the construction of NPP using modular structures with external sheet reinforcement by D. N. Korotkikh, O. A. Kornev, V. V. Belov, A. S. Silantiev, D. E. Kapustin

“…The paper reviews open sources of information on the experience of erecting nuclear power plants using modular reinforced concrete structures with external sheet reinforcement. …”
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Research and development of the ESG agenda on the Russian market in the conditions of the world geopolitical situation by V. V. Degtyareva, D. A. Murzintseva

“…The statistical data used in the study were collected by the authors from open sources posted on the Internet and printed publications. …”
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Mathematical modeling of service life of cables polymer insulation by D. A. Polyakov, M. A. Kholmov, D. I. Plotnikov, K. I. Nikitin, U. V. Polyakova

“…Air temperature obtained from open sources. The results showed the applicability of all models for estimating the residual life due to the small difference in the predicted life. …”
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Research and Design of Mobile Client and Web Application Based on WebRTC Technology by Hong Lin, Song Wang, Xin Yang, Bin Fu

“…WebRTC technology has some good characteristics of open and standardized, simple and extendable, open sourced and free. The Web applications can be easily and quickly developed by calling the Web API which are provided by WebRTC technology and being standardized. …”
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Psychological and pedagogical readiness of a guide to work with disabled people by O. V. Zaslavskaya, A. S. Malafiy

“…Primary data obtained during the survey, as well as secondary data from open sources and databases were used. The survey results and secondary data from open sources and information bases were investigated.Results and scientific novelty. …”
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CATALYSTS AND INHIBITORS OF POLITICAL CAREER IN RUSSIA by I. A. Lavrov

“…Biographies were taken from open sources and were digitized in a database. The study examined the career paths of politicians, on the base of which it is possible to allocate the key institutions of the political elite formation and political career elevators.…”
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Private companies in the Russian space industry: features of functioning and development factors by E. A. Efimova

“…Statistical data on private space companies in Russia based on which the study was conducted, were collected by the author from open sources on the Internet. The purpose of research is to develop recommendations for improving the conditions for the development of private companies operating in the Russian space industry based on an analysis of their characteristics and environmental development factors. …”
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Some Positive Trends in the Development of University Science in Russia at the Present Time by L. V. Konstantinova, E. S. Titova, A. M. Petrov, D. A. Shtykhno

“…The article uses the methods of universities monitoring activities statistical analysis and substantive analysis of information about the universities` scientific activities posted in open sources. The conclusions are drawn about the formation in Russia leading universities group with a stable priority of research activities, the core of which is formed by leading technical sectoral universities and regional polytechnic universities, the practices of science organization and the main scientific achievements of which can significantly influence the further development of domestic university science, as well as the world scientific knowledge expansion and Russian society socio-economic development issues solution.…”
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Public-Private Partnership in BRICS Countries: Experience and Prospects of Implementation by T. S. Cheremnaya

“…The analysis is carried out on the basis of a comparison of the legal framework in the field of public-private partnership and concession legislation, as well as the experience gained in the implementation of projects. Using data from open sources, materials of the meetings of the authorities and business on the issues of implementation of publicprivate partnerships, statements of responsible persons developed a comparative table that identified and summarized trends in the development of public-private partnership in the BRICS countries. …”
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İç Savaştan Devlet Başkanlığı Seçimine: Liberya’da Kalıcı Barış ve İstikrar Ne Derece Mümkün? by Engin AVCI

“…This research, based on the information gathered through open sources, shows thatthe political and socioeconomic dynamics leading the country to the civil war have not completely disappeared although the political profile of the country has changed historically, that the gaps in security sector reform still cause some risks, and finally that security in Liberia is still fragile in terms of national, regional and international developments.…”
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Features and regulation of the use of distributed ledger technology by I. A. Rizvanova, M. T. Belova

“…The sources of information are informational and analytical materials and empirical data from open sources of both public authorities and commercial organisations.   …”
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DeepRD:LSTM-based Siamese network for Android repackaged applications detection by Run WANG, Benxiao TANG, Li’na WANG

“…The state-of-art techniques in Android repackaging detection relied on experts to define features,however,these techniques were not only labor-intensive and time-consuming,but also the features were easily guessed by attackers.Moreover,the feature representation of applications which defined by experts cannot perform well to the common types of repackaging detection,which caused a high false negative rate in the real detection scenario.A deep learning-based repackaged applications detection approach was proposed to learn the program semantic features automatically for addressing the above two issues.Firstly,control and data flow analysis were taken for applications to form a sequence feature representation.Secondly,the sequence features were transformed into vectors based on word embedding model to train a Siamese LSTM network for automatically program feature learning.Finally,repackaged applications were detected based on the similarity measurement of learned program features.Experimental results show that the proposed approach achieves a precision of 95.7% and false negative rate of 6.2% in an open sourced dataset AndroZoo.…”
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Features and prospects of the Russian civil aircraft industry development under sanctions pressure from Western countries by V. V. Lapushkin

“…The study analyzes secondary data from open sources. The main provisions and conclusions of the work are as follows. …”
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Experience in applying large language models to analyse quantitative sociological data by E. G. Ashikhmin, V. V. Levchenko, G. I. Seletkova

“…The article demonstrates examples of the LLM application for quantitative methods of analysis on the basis of a survey dataset taken from open sources. Practical examples show how the LLM can be used to construct frequency and summary tables, calculate averages and conduct correlation analysis. …”
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Comprehensive typology of rural settlements in the Kaliningrad region by Ivan S. Gumenyuk, Lidia G. Gumenyuk

“…Using statistical data, along with quantitative data from previous studies, open sources and field research materials, the authors developed a comprehensive typology of Kaliningrad region’s rural settlements. …”
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Computational Chemistry Study of pH-Responsive Fluorescent Probes and Development of Supporting Software by Ximeng Zhu, Yongchun Wei, Xiaogang Liu

“…To streamline the computational workflow, we developed and open-sourced the EasySpecCalc software v0.0.1 on GitHub, aiming to facilitate the design and development of fluorescent probes.…”
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Metrics for code obfuscation based on symbolic execution and N-scope complexity by Yuqiang XIAO, Yunfei GUO, Yawen WANG

“…Code obfuscation has been well developed as mitigated endogenous security technology, to effectively resist MATE attacks (e.g.reverse engineering).And it also has important value for the reasonable metrics of code obfuscation effect.Since symbolic execution is widely used in anti-obfuscation attacks, metrics for code obfuscation resilience can refer to the efforts of generating input test set for executing all program paths.However, some adversarial techniques could reduce the symbol execution efficiency significantly based on the nested structure of the program and increase the error of the resilience reference.To solve the above problems, a metrics for code obfuscation was proposed based on symbolic execution and N-scope complexity.The obfuscation resilience was defined with symbolic execution time and obfuscation potency was defined based on the proposed N-scope complexity for better robustness in measuring the resilience of multi-nested structure programs.Furthermore, the correlation analysis of obfuscation effect was proposed and the effect was quantified by symbolic execution and control flow diagram extraction of programs.Over 4000 obfuscated programs from 3 open-sourced assemblies were evaluated with proposed metrics in the experiment, which indicated the generalization performance and practicality of the metrics.And an example of this metrics application was presented in a simulated obfuscation scenario which provided references of obfuscation technology metrics and obfuscation configuration for obfuscation users.…”
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Information-Enhanced Graph Neural Network for Transcending Homophily Barriers by Xiao Liu, Lijun Zhang, Hui Guan

“…Our ablation studies further show experimental evidence of how the integrated features contribute to the model&#x2019;s performance under different homophily settings. INGNN is open-sourced and available at <uri>https://github.com/xl1990/ingnn</uri>.…”
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More Efficient Manual Review of Automatically Transcribed Tabular Data by Bjørn-Richard Pedersen, Rigmor Katrine Johansen, Einar Holsbø, Hilde Sommerseth, Lars Ailo Bongo

“…We provide guidelines for efficient and accurate transcription of historical text by combining machine learning and manual review. We have open-sourced our custom annotation tool and made the reviewed images open access. …”
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Organisation management in the digital economy: graduation according to the degree of using digital technologies by A. V. Veretyokhin

“…The data is  taken from open sources. The author has analysed and summarised approaches to  the interpretation of  the digital economy, has grouped them and allocated as   follows: technocratic, specific, scientific and industrial, industrial and sectoral, information and spatial, evolutionary. …”
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