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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.
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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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Social Sphere Modeling Based on System Dynamics Methods

P. 74.
Lychkina N. N., Andrianov D., Morozova Y. A.

Article describes the complex of imitation models of social sphere. The model complex is intended for support of decision-making in social sphere, focusing on problems of reforming of housing, public health services and social security. The complex is realized on the basis of system dynamics methods and modern technologies of simulation modeling.

Language: English
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Keywords: социальная сфера system dynamics системная динамикаsocial sphere

In book

Proceeding of the 29 International Conference of the System Dynamics Society, July 24-28, 2011, Washington, DC
NY: System Dynamics Society, 2011.
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