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July 20, 2026
Scientists Create Open Dataset for Studying Concentration
A team of Russian researchers, including scientists from HSE University–St Petersburg, has developed the first open multimodal dataset containing recordings of brain activity, heart function, and video observations to help researchers understand what happens in the human brain during deep concentration. In the future, the dataset could accelerate the development of neural interfaces, rehabilitation technologies, and AI systems. The article has been published in Scientific Data.
July 20, 2026
‘Science Is Universal-It Knows No Borders
Fuad Aleskerov, Tenured Professor and Director of the International Centre of Decision Choice and Analysis at HSE University, together with his colleagues, has developed methods of network analysis in bibliometrics that have made it possible to identify patterns in the appearance and citation of publications in academic journals, as well as their influence on each other. When one or a number of studies are frequently cited by a wide range of journals, this is an indicator that the research is of high quality. By contrast, extensive cross-citation within a limited group of journals increases the likelihood of identifying a network of predatory publications.
July 20, 2026
Scientists Propose Method for More Efficient Resource Use in Machine Learning
An international group of researchers, including mathematicians from the AI and Digital Science Institute at the HSE Faculty of Computer Science, has provided a theoretical justification for a simple and computationally efficient method of estimating uncertainty in Stochastic Gradient Descent (SGD). The paper has been published on the scientific preprint server arXiv.org and presented at AISTATS 2026.

 

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Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome

Springer, 2023.
Under the general editorship: V. Sadovnichy, Akaev A., I. Ilyin, S. Malkov, Leonid Grinin, Korotayev A.

This series seeks to promote understanding of large-scale and long-term processes of social change, in particular the many facets and implications of globalization. It critically explores the factors that affect the historical formation and current evolution of social systems, on both the regional and global level. Processes and factors that are examined include economies, technologies, geopolitics, institutions, conflicts, demographic trends, climate change, global culture, social movements, global inequalities, etc. Building on world-systems analysis, the series addresses topics such as globalization from historical and comparative perspectives, trends in global inequalities, core-periphery relations and the rise and fall of hegemonic core states, transnational institutions, and the long-term energy transition. This ambitious interdisciplinary and international series presents cutting-edge research by social scientists who study whole human systems and is relevant for all readers interested in systems approaches to the emerging world society, especially historians, political scientists, economists, sociologists, geographers and anthropologists. 

Chapters
Introduction: Hoping for the Future
Sadovnichy V., Akaev A., Ilyin I. et al., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 1–14.
Added: September 28, 2023
Macrohistorical Approach
Sadovnichy V., Akaev A., Ilyin I. et al., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 17–33.
Added: September 28, 2023
The Future Society and the Transition to It
Sadovnichy V., Akaev A., Ilyin I. et al., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 35–50.
This chapter analyzes the current historical situation and the prospects for its further development. It is evident that drastic changes are currently taking place in the world, reflecting a phase transition in historical development, namely, the transition from the late industrial phase to the cybernetic phase, features of which are largely determined by the ongoing ...
Added: September 28, 2023
Climate and Energy: Energy Transition Scenarios and Global Temperature Changes Based on Current Technologies and Trends
Akaev A., Davydova O., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 53–70.
Added: September 29, 2023
Demography: Toward Optimization of Demographic Processes
Korotayev A., Sergey M., Jameelah Musieva, , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 97–116.
Added: September 29, 2023
Global Aging: An Integral Problem of the Future. How to Turn a Problem into a Development Driver?
Leonid Grinin, Anton Grinin, Korotayev A., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 117–135.
Added: September 29, 2023
Technologies: Limitless Possibilities and Effective Control
Leonid Grinin, Anton Grinin, , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 139–154.
This chapter examines technologies’ current and future development in the framework of the Cybernetic Revolution—the third of the largest production (or technological) revolutions after the Agrarian and Industrial ones. The Cybernetic Revolution is a fundamental transition from industrial production to the production of services and goods based on the widespread implementation of self-regulating systems, that ...
Added: October 3, 2023
Economics: Optimizing Growth
Leonid Grinin, Anton Grinin, Malkov S., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 155–168.
The chapter examines the issues of mutual influence of technological and economic growth, the pace of which, after unprecedentedly high rates in the middle of the twentieth century, stabilized and began to slow down. Limited opportunities for extensive growth, a decrease in demand due to the stabilization of demographic growth, a worsening problem of inequality, ...
Added: October 3, 2023
Sociopolitical Transformations: A Difficult Path to Cybernetic Society
Leonid Grinin, Anton Grinin, Malkov S., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 169–189.
Since the second half of the twentieth century, there have been radical changes in all spheres of life, which qualitatively distinguish the new phase of development from the previous ones. The chapter is devoted to the ongoing transformations in the social and political sphere, which include: the increasing digitalization of all spheres of life together ...
Added: October 3, 2023
Future Political Change. Toward a more Efficient World Order
Leonid Grinin, Anton Grinin, Andrey Korotayev, , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 191–206.
Added: October 3, 2023
High-Income and Low-Income Countries. Toward a Common Goal at Different Speeds
Leonid Grinin, Malkov S., Andrey Korotayev, , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 207–224.
The chapter discusses the necessity of choosing different strategies for different groups of countries for a successful movement to the recognized worldwide goals. In this respect, strategies as well as policies depend on different causes and conditions, including demographics, natural resources, historical traditions, etc., but especially on levels of development of countries which are very ...
Added: October 4, 2023
Africa: The Continent of the Future. Challenges and Opportunities
Leonid Grinin, Korotayev A., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 225–238.
Grinin and Korotayev’s main approach in this chapter is formulated in its title “Africa—the Continent of the Future. Challenges and Opportunities.” And it is really so. Africa is the most rapidly growing continent, and its growth (demographic, economic, cultural, etc.) will inevitably influence the World System (and the further, the stronger). The growth of African ...
Added: October 4, 2023
Modeling Social Self-Organization and Historical Dynamics. An Overview
Sadovnichy V., Akaev A., Ilyin I. et al., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 241–251.
Sadovnichy et al. present this chapter as an introductory one to the Mathematical Part which consists of nine chapters, including the present one. In the present chapter, Sadovnichy et al. explain the design of the Mathematical Part, which mathematical apparatus is used, how the chapters and conclusions of this part are connected with those in ...
Added: October 5, 2023
Modeling Social Self-Organization and Historical Dynamics. A General Approach
Akaev A., Malkov S., Bilyuga S. et al., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 253–307.
Akaev et al. outline their methodological approach to mathematical modeling of social self-organization and historical dynamics, which is used in the study of processes occurring in the world and in forecasting further world development. They describe basic equations (in the demographic, ecological, economic, technological, social, and political spheres) and the order of their use in ...
Added: October 5, 2023
Modeling Social Self-Organization and Historical Dynamics. Agrarian Society
Malkov S., Kovaleva N., Leonid Grinin et al., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 309–335.
This chapter presents the results of applying the set of basic models described in the previous chapter to model the dynamics of an agrarian society. Both interactions in the “society–nature” system and social interactions within society between the main social groups (including economic and political interactions) are considered. It is shown that agrarian society is ...
Added: October 5, 2023
Modeling Social Self-Organization and Historical Dynamics. Industrial Society
Akaev A., Malkov S., Davydova O. et al., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 337–385.
This chapter presents the results of using the set of basic models described in the chapter “Modeling Social Self-Organization and Historical Dynamics. A General Approach” to model the dynamics of an industrial society. Both interactions in the “society–nature” system and social interactions within society between the main social groups (including economic and political interactions) are ...
Added: October 5, 2023
Modeling Social Self-organization and Historical Dynamics: Global Phase Transitions
Malkov S., Leonid Grinin, Anton Grinin et al., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 387–417.
This chapter presents the results of using the set of basic models outlined in Chapter “Modeling Social Self-Organization and Historical Dynamics. A General Approach” to model transitional eras, when, due to technological revolutions, there is a sharp acceleration in the pace of economic (and, after that, demographic) development, a “society of stability/stagnation” is transformed into ...
Added: October 6, 2023
Modeling Social Self-Organization and Historical Dynamics: Modern Society and a Look into the Global Future. Cybernetic W-Society
Akaev A., Malkov S., Leonid Grinin et al., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 419–460.
This chapter presents the results of the application of the set of basic models outlined in chapter “Modeling Social Self-Organization and Historical Dynamics. A General Approach” (Akaev et al., 2023, this volume) to model the current historical situation and to forecast its further development. Akaev et al. show that the modern historical period is a ...
Added: October 6, 2023
Modeling Social Self-Organization and Historical Dynamics: Africa’s Futures
Korotayev A., Shulgin S., Ustyuzhanin V. et al., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 461–490.
This chapter presents forecasts for the emergence of large-scale political and demographic collapses and for the economic growth of some countries in Sub-Saharan Africa (SSA), where the likelihood of armed civil conflicts and population impoverishment is the highest in the coming decades. Korotayev et al. apply several advanced mathematical models: (1) to forecast the risks ...
Added: October 6, 2023
Analyzing Social Self-Organization and Historical Dynamics: Life Quality Index
Malkov S., Bilyuga S., Jameelah Musieva, , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 521–530.
It is quite natural that in the current global transition from the “era of growth” to the “era of stability,” the importance of qualitative changes in all spheres of life is increasing. It is indicators of the quality of life in different countries of the world that play an important role among the indicators characterizing ...
Added: October 6, 2023
Conclusion: Reconsidering the Limits – Suggestions (Come On!)
Sadovnichy V., Akaev A., Ilyin I. et al., , in: Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome.: Springer, 2023. P. 531–540.
This concluding chapter provides summary of main ideas expressed in the previous chapters of the present report to the Club of Rome, which are: (1) population growth has ceased to be the main cause of many other global problems; the issue has shifted to other dimensions and requires optimization of demographic processes, rather than general ...
Added: October 6, 2023
Research target: Political Science, International Relations, and Public Administration
Language: English
DOI
Text on another site
Keywords: globalizationworld-systemsglobal inequalities
Reconsidering the Limits to Growth. A Report to the Russian Association of the Club of Rome
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Added: February 24, 2026
СОВРЕМЕННЫЕ ТЕНДЕНЦИИ РЫНКА МИРОВЫХ ВАЛЮТ
Kosov M., Аудиторские ведомости 2024 № 2 С. 75–85
In recent decades, the world monetary system has undergone profound transformations, which are due to changes in the nature of interstate interaction, the ways of doing business by subjects of international economic relations, large-scale internationalization processes against the background of the ongoing globalization of economic relations. In these conditions, there are growing trends towards the ...
Added: October 22, 2025
Современная система международных экономических отношений: между глобализацией и фрагментацией
Авдеева Э. А., Акимов А. В., Алексеева С. А. et al., М.: КноРус, 2025.
The book is devoted to the study of the new economic world order at the stage of combining multidirectional trends in global development. It analyses trends in the development of world commodity markets in conditions of increased turbulence, investment and financial issues of transformation of the global economic system, changes in the multilateral regulatory system, ...
Added: June 16, 2025
Navigating Complexity in Big History—Exploring Periodization Across Cosmic and Biosocial Dimensions: An Introduction
LePoire D., Leonid Grinin, Andrey Korotayev, , in: Navigating Complexity in Big History. Exploring Periodization Across Cosmic and Biosocial Dimensions.: Springer, 2025. P. 1–27.
Not so many would argue with identifying complexity as a central concept in Big History and universal evolutionism. It is partly because, perhaps, today, many of us are convinced that not only our world but Universe itself is in a state of major change, and the awareness that we are living in a period of ...
Added: May 12, 2025
Обеспечение логистических компаний операционными материальными ресурсами: состояние, технологии, тренды
Elyashevich I., Чичин Г. Г., Макаров Е. И., Научные исследования и разработки. Экономика фирмы 2025 Т. 14 № 1 С. 91–102
The article is devoted to the issues of the influence of provision of logistics companies with operational resources on their competitiveness. The influence of geopolitical factors on the provision of logistics companies with operational resources is shown. Conclusions are made about the need to integrate global experience and adapt best practices to improve the competitiveness ...
Added: April 10, 2025
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