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June 5, 2026
Neural Network Maps as a Method for Constructing Mathematical Models
Scientists from HSE University–Nizhny Novgorod and the Institute of Physics Belgrade, Serbia, are jointly exploring the application of machine learning techniques and neural networks to the study of nonlinear dynamics. Natalya Stankevich, Leading Research Fellow at the Laboratory of Topological Methods in Dynamics of the Faculty of Informatics, Mathematics, and Computer Science at HSE University–Nizhny Novgorod, spoke to the HSE News Service about this international project.
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Researchers from the AI and Digital Science Institute at the HSE Faculty of Computer Science have developed a new compression method for large language models such as GPT and LLaMA that reduces their size by 25–36% without additional training or significant loss of accuracy. This is the first approach to use mathematical transformations—specifically, rotations of model weights—to make models more amenable to compression with structured matrices. The study results have been published in ACL Findings 2025. The code is available on GitHub.

 

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Collective Organizational Efficacy and Team Work Engagement

Организационная психология. 2013. Vol. 3. No. 5. P. 23–23.
Kravchenko E., Zappalà S., Belinskaya E.

The study analized the relation between collective organizational efficacy and collective work engagement. Employees (N = 252) from 10 Italian companies from Food & Beverage sector participated in the study. The questionnaire included specific collective organizational efficacy scale and Utrecht Work Engagement Scale, shortened version, adapted at the collective level. Statistical analysis revealed positive relationship between collective organizational efficacy and collective work engagement. The results confirmed that work groups which are involved in their work and demonstrate energy and dedication to working process, are confident and optimistic about organizational capacity to achieve dsired outcomes.  Results also showed that collaboration among employees, their understanding and sharing of organizational goals and mission, and dedication to work process predict collective organizational efficacy in internationalization. This result provides managers with information about which type of behaviors need to be emphasized in order to improve collective organizational efficacy and to increase the chance for success on the international market.

Research target: Economics and Management Psychology
Priority areas: management
Language: English
Text on another site
Keywords: организационная эффективностьorganizational effectivenesswork engagementвовлеченность работников в организациюorganizational efficacy
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