Polytech is an authorized training center of the company "RusBITech-Astra"

Translation. Region: Russian Federation –

Source: Peter the Great St. Petersburg Polytechnic University –

An important disclaimer is at the bottom of this article.

Astra Group is a leader in the Russian information technology market, specializing in software development and information security. The company's products are used in energy and oil and gas companies, the financial sector, state corporations, educational institutions, and healthcare organizations. Polytechnic University has become an authorized training center for RusBITech-Astra LLC.

The product system is based on the Astra Linux operating system with built-in information security tools for the secure operation of IT infrastructures of any scale.

Polytechnic University's Higher School of Engineering offers 12 courses on the Astra Linux OS. This range of courses covers a wide range of system interactions, from standard user tasks to network and system administration and security management in Astra Linux.

Courses are offered in both in-person and online formats. Upon successful completion of each course, students receive a certificate of advanced training from SPbPU and a certificate from RusBITech-Astra LLC.

You can find out more about authorized courses and sign up for training on the website Higher Engineering School of SPbPU.

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

NSU teams took prizes at the Impulse T1 hackathon.

Translation. Region: Russian Federation –

Source: Novosibirsk State University –

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From October 23 to 26, the IT holding T1 held a hackathon for young professionals and students at Novosibirsk State University as part of the "Impulse T1" conference. Over 300 participants from across Russia, from students to aspiring developers, took part in the competition.

The event continued the series of hackathons previously held in Nizhny Novgorod and Yekaterinburg and became one of the largest platforms for the exchange of experience between students and experts from leading IT companies. The total prize fund for the entire series was 3.8 million rubles, 800,000 of which were awarded in Novosibirsk.

Participants worked on two case studies. The first involved creating a system for generating personalized backgrounds using an ML module that would run locally on the user's device without transmitting data to external servers. The second case focused on automated Git activity analysis for development teams. Automated analysis enables the timely identification of problems in development processes and inefficient resource allocation within teams.

Teams from NSU won all three prize places in the first case.

The "Pirates of the Ob Sea" team (Maxim Yemelyanov and Ulyana Zaitseva, master's students from the Faculty of Mechanics and Mathematics, and Mark Skvortsov, Alexander Shovkoplyas, and Alina Vdovichenko, graduates of the Institute of Intelligent Robotics) took first place. The team received a prize of 180,000 rubles.

"I led the team solving the case 'Digital Dress Code: A Background That Makes You Stand Out.' The task was to develop a model that segments individuals from their backgrounds in a video stream. The ML module had to be robust to low light, light interference, and similar colors, and the personalization module had to generate customized backgrounds based on templates and employee data, while adhering to contrast and privacy rules," explains Maxim Yemelyanov.

The team began their work by analyzing existing solutions and identifying factors affecting segmentation quality. They then studied open-source models, selected suitable options, improved them, and integrated them into the system. At the same time, they developed interactive elements over the video stream to clearly demonstrate the algorithm's operation.

"We didn't just aim to complete the task, but to make the solution as stable and visually understandable as possible. It was important that the model looked 'live' and responded to the user in real time. The challenge was that everything had to work locally, without cloud services, so optimization took a lot of effort," notes Maxim.

Alexander Shovkoplyas, who was part of the winning team, also shares his impressions:

"The main challenge for us was working with technologies we'd never used before—for example, running neural networks via JavaScript directly in the browser. We managed to not only create a truly high-quality solution but also convey to the hackathon experts the potential uses for it. We implemented features in the app that are useful for companies: their image is built on small details—a suitable background for video calls in line with their corporate colors, a convenient way to display employees' names and job titles on the background. This is precisely what we accomplished and expertly presented at the hackathon."

Second place in the same case was taken by the VI_KA team (Ivan Kadilenko, Maxim Unzhakov, Egor Palkin), and third place was taken by the UML team (Stavr Mariskin, Fedor Chumakin, Daniil Kolesnik, Damir Shaikhov and Yuri Malyugin).

Thus, all the prize places in the first case were taken by NSU teams, confirming the high level of students' preparation and their competitiveness in the federal arena.

The Impulse T1 hackathon became not only a competition but also a platform for students to connect with IT industry experts. Participants note that such formats provide an opportunity to apply their knowledge in practice, receive feedback from professionals, and see how ideas are transformed into real solutions.

The material was prepared by: Yulia Dankova, NSU press service

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

NSU archers won prizes at regional competitions

Translation. Region: Russian Federation –

Source: Novosibirsk State University –

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A group of archery enthusiasts recently began training thanks to the efforts of Michele Debrenne, a professor at the Humanities Institute. Six students have now competed in the Novosibirsk Region Championship and Junior Championship as part of the Arkadem club team. Our athletes competed in the classic bow and won three silver medals.

In the individual championship, Kirill Vanin (FIT) took 2nd place, and in the team competition, the prize winners were: Fedor Ostanin (FF) and Victoria Michurina (GGF).

We congratulate the winners on their excellent results at the regional competitions and wish them continued success at the Novosibirsk Region Cup of Higher Education Institutions in this exciting sport, which will be held for the first time next year.

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

The Russian Industrialist Forum: New Partners and Technological Development at Polytechnic University

Translation. Region: Russian Federation –

Source: Peter the Great St. Petersburg Polytechnic University –

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The "Russian Industrialist" Forum and Exhibition continues. On October 30, SPbPU Rector Andrey Rudskoy signed a cooperation agreement with Evgeny Klovach, CEO of the Engineering Group, in the presence of Vadim Medvedev, Rector of University 2035 and Head of the NTI Foundation. The company provides full-cycle development for key industries: energy, mechanical engineering, electronics, high-tech, and medicine, and also produces its own line of immersion cooling systems and server equipment.

"We plan to collaborate through our Supercomputer Center and AI systems. I'm confident our partnership will be long-term and productive," Andrey Rudskoy emphasized.

The Polytechnic University rector also held a working meeting with Mikhail Silnikov, Academician of the Russian Academy of Sciences. Furthermore, Andrey Rudskoy visited the booth of the Amphibious All-Terrain Vehicle Plant (Zvezda LLC), where he learned about the company's products.

SPbPU Vice-Rector for Educational Affairs Lyudmila Pankova participated in the 11th All-Russian Forum "National Qualifications System of Russia," speaking at the session "Dialogue between the Labor Market and Vocational Education: New Trends and Development Prospects."

The St. Petersburg Polytechnic University's technological development strategy, based on an effective model for science and industry collaboration, was presented at the "Russian Industrialist" international forum. Yuri Fomin, SPbPU Vice Rector for Research, discussed the approach, which has already proven effective in addressing import substitution challenges.

The key element was a systematic transition from disparate research to targeted work in cross-cutting technological areas.

"We've moved from isolated research to systematic work in our stated areas. Our model allows us to create complete technological chains—from concept to mass production," noted Yuri Fomin.

As part of the "Priority 2030" program, the university focused its efforts on three strategic areas: systems digital engineering, new materials and additive technologies, and engineering artificial intelligence for cross-industry applications. Research teams were structured by specialization: cross-industry, industry-specific, and developing groups.

The effectiveness of this approach is confirmed by completed projects with leading industrial companies, such as the development of key components for power engineering in collaboration with Gazprom, UEC, and Nevsky Zavod.

The university's R&D volume is showing steady growth: by 2030, digital engineering is expected to reach 3 billion rubles, and new materials research is expected to reach 24 billion rubles. This approach strengthens the country's technological sovereignty and confirms the implementation of the state strategy for scientific and technological development.

A lecture hall was also opened at the Polytechnic University booth at the "Russian Industrialist" forum and exhibition. University faculty and staff members presented their papers there. Alexey Chechevichkin, a research engineer at the Industrial and Surface Wastewater Treatment Technologies Research Laboratory, spoke about the history of gas masks. Leonid Yakunin, a research engineer, presented a paper titled "Surface Wastewater Treatment as an Important Element of Urban Environmental Protection." Yegor Temirgaliyev, a senior lecturer at the Graduate School of Industrial Management, shared his experience designing unmanned logistics systems, and Anastasiy Klimin, an associate professor at the Graduate School of Management, spoke about the Blue Ocean strategy in industrial markets.

Additionally, Vsevolod Gaiduk, an engineer at the Higher School of Transport, presented a paper on "The Specifics of Developing and Using Robotic Platforms for Firefighting." Alexander Gurgenidze, an engineer at the Center for Technology Projects, spoke about the creation of a marine dronesphere.

Associate Professor Daria Bylyeva of the Higher School of Social Sciences led an interactive discussion game, "The Future [without?] Artificial Intelligence," where visitors to the Polytechnic University booth were able to discuss ethical issues related to AI, its development, and its impact on society in a playful and interactive format.

Svetlana Ulyanova, a professor at the Higher School of Social Sciences, presented a lecture entitled "Industrial Pragmatism in the Development of Russian Technical Education in the 20th Century."

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

Polytechnic University students have created Russia's first transport module for agricultural drones.

Translation. Region: Russian Federation –

Source: Peter the Great St. Petersburg Polytechnic University –

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A young engineering team from Peter the Great St. Petersburg Polytechnic University has developed Russia's first transport module—a trailer for two agrodrones with a high-capacity mortar unit. The project was completed as part of the federal project "Personnel for Unmanned Aerial Systems" under the leadership of Alexey Grachev, Director of the Higher School of Transport, and commissioned by Khizara.

The Polytechnic University, with its developed engineering school and modern laboratory facilities, became one of the key universities providing the federal project and a platform for training young engineers.

The project is being implemented on the basis of the university as a support center for training personnel for unmanned aerial systems, selected by the ANO "University of the National Technological Initiative 2035" in 2024The mission of the support centers is to develop and implement additional professional development and retraining programs aimed at mastering the full lifecycle of an engineering project—from technical specifications to the finished product. The practical portion of the training is built around solving specific industry-specific engineering problems, one of which was the creation of a transport module for agricultural drones.

The implementation of such programs at the Polytechnic University is supported by the Directorate of Continuing Education and Industry Partnerships, working with specialized institutes and higher education institutions. This allows for the integration of engineering, educational, and applied components within a single project framework.

"The students were given a very specific task by an industrial client: to design a mobile system that would provide agrodrone operators with everything they needed for effective field work," noted Ivan Kurta, Head of SPbPU's Directorate of Continuing Education and Industry Partnerships. "We tried to approach the task as practically as possible, and the students accomplished the task brilliantly."

Young engineers designed and manufactured a trailer measuring 3.5 meters long, 1.5 meters wide, and 1.8 meters high. The key feature of the development is its comprehensive solution for drone logistics and servicing. The module provides operators with everything necessary for quickly loading and unloading drones, preparing them for flights, and performing post-flight maintenance, including battery charging and solution refilling. To this end, the trailer is equipped with a 1,000-liter solution tank with a built-in mixer, an automated pump station, a battery charging system, and a flow meter for precise refill monitoring.

The economic impact of the development is significant: the prototype costs no more than 500,000 rubles, making it six times more affordable than imported equivalents, which start at 3 million rubles.

"This project is a clear example of the successful integration of the educational process with real-world industrial needs," comments Dmitry Tikhonov, Vice Rector for Pre-University and Continuing Education. "Students gain invaluable experience working on a specific engineering challenge, while our industrial partners gain a ready-made, competitive solution. The development of projects like 'Staff for UAS' strengthens the country's human resources potential in the high-tech unmanned systems industry."

According to Alexey Kovalev, CEO of the customer company, Khizar, operational testing of the trailer is already planned for the coming year. In the future, the development could be scaled up for use in Russia's agricultural sector.

By the end of the year, 76 young engineering teams will participate in the federal project "Personnel for UAS," presenting their developments for the unmanned vehicle industry. Polytechnic University will continue to play a key role in training specialists and creating applied solutions that contribute to the country's technological sovereignty.

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

A delegation from St. Petersburg State University of Architecture and Civil Engineering (SPbGASU) participated in an international design conference in Yerevan.

Translation. Region: Russian Federation –

Source: Saint Petersburg State University of Architecture and Civil Engineering –

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Mikhail Bryukhov, Alena Vedernikova, Yana Volkova, Olesya Samodolova and Dmitry Ulrich

From October 24 to 26, the National University of Architecture and Construction of Armenia (NUACA) in Yerevan hosted the International Conference on Civil and Environmental Engineering. The conference brought together leading specialists, scholars, and experts in civil and environmental engineering from around the world to exchange scientific expertise and strengthen collaboration.

SPbGASU was represented at the conference by a delegation led by Dmitry Ulrikh, Dean of the Faculty of Environmental Engineering and Urban Management, who was a member of the conference's scientific committee. The delegation also included Mikhail Bryukhov, Deputy Dean for Academic Affairs of the faculty; Yana Volkova, Acting Head of the Department of Geodesy, Land Management, and Cadastre; Alena Vedernikova, Acting Head of the Department; and Olesya Samodolova, Deputy Dean for Career Guidance.

The following topics were covered at the conference:

Building design, construction, operation and process management; innovative and sustainable building materials and technologies; engineering and transport infrastructure; energy efficiency and renewable energy sources in construction; sustainable urban environment; geodesy, geodynamics and cartography.

"This conference is not just a scientific event, but a place to exchange experiences, ideas, and knowledge with colleagues from different countries, as well as discuss new approaches and innovative solutions that will undoubtedly open new horizons for further collaboration between the St. Petersburg State University of Architecture and Civil Engineering, the National University of Architecture and Construction of Armenia, and other universities. I am confident that through joint efforts, we will be able to achieve significant results in the areas discussed at the conference," said Dmitry Ulrikh.

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

The Ministry of Education gives the go-ahead: a new dissertation council on agricultural economics has opened at the State University of Management.

Translation. Region: Russian Federation –

Source: Official website of the State –

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By order of the Ministry of Science and Higher Education of the Russian Federation dated October 28, 2025, No. 1051, a dissertation council 24.2.293.04 was established at the State University of Management for the scientific specialty 5.2.3. "Regional and sectoral economics (economics of the agro-industrial complex (AIC), economic sciences)."

The council includes leading economists from SUM and invited specialists from the country's largest specialized universities. The decision by the Russian Ministry of Education and Science confirms the high level of our university's research and expands opportunities for graduate students and researchers to defend dissertations on current development areas in the agro-industrial complex.

Today, the State University of Management has five dissertation councils in economic and technical sciences, including a joint council with the Belgorod State Technological University named after V.G. Shukhov (BSTU). These are large-scale platforms where a modern scientific school of management is being formed and research in the fields of global, regional, and sectoral economics, as well as management, logistics, and transportation, is advanced.

In October, the joint council of the State University of Management and the Belarusian State Technical University named after V. G. Shukhov held the first defenses of candidate dissertations in technical sciences (scientific specialty 2.9.9 "Logistics Transport Systems"), completed by graduate students from the State University of Management's Department of Transport Complexes.

In addition, this month, by order of the Russian Ministry of Education and Science, academic degrees of Doctor of Science and Candidate of Economic Sciences were awarded to the following staff and graduates of our university's postgraduate program:

Ekaterina Aleksandrovna Karelina, Associate Professor of the Department of World Economy and International Economic Relations — Doctor of Economics (Order No. 951/nk dated 06.10.2025); Dmitry Aleksandrovich Repnikov, Associate Professor of the Department of World Economy and International Economic Relations — Doctor of Economics (Order No. 1044/nk dated 28.10.2025); Ahmed Mohamed, postgraduate student of the State University of Management, citizen of the Syrian Arab Republic — Candidate of Economic Sciences (Order No. 954/nk dated 06.10.2025); Tatyana Alekseevna Gololobova, employee of the Department of Management in International Business and Tourism Industry — Candidate of Economic Sciences (Order No. 954/nk dated 06.10.2025).

We sincerely congratulate our colleagues on this high recognition of their research results! Thus, the State University of Management and Management continues to consistently strengthen its position as a leading research and educational center in the fields of management, economics, and transportation, providing training for researchers to address the strategic objective of achieving technological leadership in the Russian Federation.

Subscribe to the "Our GUU" Telegram channel. Publication date: October 30, 2025.

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

Pedagogical Innovations: Polytechnic University Teachers Share Experiences at a Conference in Belarus

Translation. Region: Russian Federation –

Source: Peter the Great St. Petersburg Polytechnic University –

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SPbPU faculty took part in the IX International Scientific and Methodological Conference "Problems of Modern Education in a Technical University," which was held at the P. O. Sukhoi Gomel State Technical University (Belarus).

The plenary session was opened by Natalia Leonova, Associate Professor of the Physics Department at the Institute of Physics and Mathematics at SPbPU. She presented a report on the network collaboration between technical universities and regional schools located in small towns and remote from federal educational institutions. This collaboration not only fosters a motivated flow of applicants prepared for modern scientific challenges but also enhances the prestige of physics and mathematics education among schoolchildren.

Associate Professors of the Physics Department, Victoria Mizina and Tatyana Andreeva, participated in the conference sessions, presenting the results of their scientific and methodological research and innovative approaches to teaching natural sciences. T. A. Andreeva's report was dedicated to a joint project between the Physics Department of the Institute of Physics and Management and the Industrial Stream Data Processing Systems Laboratory of the Advanced Engineering School "Digital Engineering"—a virtual laboratory with digital copies of real devices, the 3D models of which fully replicate the functionality of the originals.

V. V. Mizina presented SPbPU's new master's program, "Physics and Applied Mathematics in Science and Education." The program's uniqueness lies in the fact that master's students are awarded two qualifications (the second being "Pedagogical Education"), significantly expanding graduates' career opportunities. Another key feature of the program is its networking with the A. I. Herzen State Pedagogical University of Russia, which allows for the integration of resources between educational institutions to improve the quality of student training.

Conference participants also discussed prospects for cooperation between the Sukhoi Gomel State Technical University and Peter the Great St. Petersburg Polytechnic University, including joint research projects and academic exchanges.

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

The new building of NSU's classrooms became the official launch site for the III All-Russian Scientific and Technological Dictation.

Translation. Region: Russian Federation –

Source: Novosibirsk State University –

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Today, the 3rd All-Russian Scientific and Technological Dictation was held in 57 regions of Russia. It was organized by the Scientific and Technological Development Fund of the Novosibirsk Region and the Ministry of Science and Innovation Policy of the Novosibirsk Region with the support of United Russia as part of the 12th International Technological Development Forum "Technoprom-2025."

The official start of the dictation was given by Deputy Governor Irina Manuilova at the site new campus of NSUThe Vice Governor noted that Victory technologies represent not only pages of a glorious past, but also technologies for Russia's future victories—in scientific and technological sovereignty, economic development, and technological leadership. These are precisely the national goals that Russian President Vladimir Putin has set for us.

"This is the third time the dictation has been held. The first year, the theme was drones, and last year, biotechnology. This year is dedicated to the technologies of Victory. During the Great Patriotic War, our country emerged victorious, engaging its science and scientists, among other things, in solving the most serious problems. Even then, new developments, technologies, and innovations, as we now call them, were used to rearm the army, to help the front, and to provide assistance. The goal of the dictation is to unite people, to remind them of the events that are so important, linking the past and the future. Dear friends, I want to wish you success. This is the final event of the XII Technoprom-2025 Forum. Today, we close it and begin preparations for the Technoprom-2026 Forum," noted Irina Manuilova.

In total, the dictation was held in person at 571 locations across 57 regions of Russia, with approximately 200,000 participants in both in-person and online formats. In the Novosibirsk Region, 21 in-person locations were opened at educational institutions and cultural institutions. At NSU, the dictation attracted over 100 participants—students from the university's natural sciences and medical programs, as well as schoolchildren and teachers.

The results of the dictation will be announced on November 4. Those who place first, second, and third will receive prizes from the Technoprom forum.

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

The SKIF Center for Collective Use is creating a new generation of scientific and urban ecosystems.

Translation. Region: Russian Federation –

Source: Novosibirsk State University –

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The issues of infrastructure development of the territories adjacent to the construction of the Center for Collective Use "Siberian Ring Photon Source" (CCU "SKIF") were discussed on October 29-30 at the site new campus of NSU During the strategic session, Deputy Governor Irina Manuilova opened the strategic session. In her welcoming remarks, she emphasized the project's importance not only for the region but for the entire country.

"Today, we're discussing more than just a world-class scientific facility—we're talking about a strategic driver of innovative and economic development for the Novosibirsk Region and the entire country. The SKIF project embodies the best traditions of Russian science and opens up fundamentally new opportunities for breakthrough research. We see SKIF not only as a cutting-edge scientific infrastructure, but also as a powerful tool for shaping an innovation ecosystem, attracting talent, and developing high-tech industries in the region. I'm confident that this discussion will enable us to develop effective solutions to maximize its potential as a growth hub," emphasized Irina Manuilova.

The event brought together representatives of government, science, business, and the expert community to develop a comprehensive vision for the future of this large-scale scientific project. On the first day of the session, Alexey Ogonev, Deputy Director of the Department of Budget Investments at the Russian Ministry of Education and Science, also delivered a welcome address. Participants were presented with a master plan for the area adjacent to the SKIF Center for Collective Use, a presentation on which was given by NSUADI Rector Natalia Bagrova.

"Just as the decision to establish Akademgorodok in the Novosibirsk Region was right, I believe the decision to build a facility like SKIF here was just as right. Most of the people involved in developing the SKIF equipment are scientists from Akademgorodok institutes. It turns out that one point of growth gives rise to another. And the creation of SKIF marks the beginning of the development of the surrounding area. And today we will discuss what the territory of Akademgorodok and the Koltsovo Science Center will look like in the next 20-40 years," said Alexey Ogonev.

A key part of the program was the work of expert groups in three strategic areas: Scientific and Educational Ecosystem (integration of institutes, universities, and laboratories, attracting scientists and students); Urban Environment, Infrastructure, and Transport (access roads, housing, logistics, energy, and social services); Development and Implementation (financing models, business participation, support for startups and industrial partners).

On the second day, expert groups presented their work at the plenary session, "The SKIF Center for Collective Use as a Regional Growth Point." Airat Gatiyatov, Deputy Minister of Science and Higher Education of the Russian Federation, participated in the discussion via videoconference. He emphasized that the creation of a mega-class facility is only the first step, which must be followed by the development of a full-fledged innovation ecosystem, including not only research infrastructure but also a comfortable urban environment, effective models of cooperation with industry, and programs to attract young scientists.

"The implementation of the SKIF Common Use Center project is designed to strengthen Novosibirsk's status as a leading center of global science, advanced industry, and knowledge generation nationwide, and to create a powerful scientific and technological hub around it. Our key goal is to make the SKIF Common Use Center not only a unique scientific facility but also a magnet for young scientists and innovation. All initiatives, comments, and suggestions received during this discussion will be reviewed and, where possible, incorporated into the master plan for its improvement," noted Airat Gatiyatov.

Expert groups presented their proposals on the integration of institutes, universities, and laboratories of the SKIF Center for Collective Use, with particular attention paid to attracting young scientists and students, shaping the urban environment—social infrastructure and transport accessibility—and creating conditions for attracting business.

Participants in the strategic session identified five key projects for immediate implementation: the construction of the SKIF Center for Collective Use (CCU) training center—a separate building for student work—a scientific and business communications center, a cooperative data center, a pavilion complex for anchor residents, and an interdisciplinary research complex for aerodynamics, mechanical engineering, and energy.

NSU is one of the key universities training personnel for SKIF, offering specialized interdisciplinary educational programs. The university also annually organizes a school for young scientists on "Application of Synchrotron Radiation for Solving Biological Problems" and a school on synchrotron research methods in materials science. Furthermore, the SKIF-NSU research and education station will be one of the first stations at the megascience facility.

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.