AI solutions for social & cognitive tasks

PRUNING NEURAL NETWORKS (Based on Concepts from Statistical Physics such as Free Energy and Entropy), 2025
Project leader: Sergei Koltsov
This project focuses on the research and development of neural network pruning algorithms utilizing functions from statistical physics, such as free energy and entropy. More...

EDFITTER: AN AI-SYSTEM FOR MATCHING LEARNING CURRICULA WITH JOB MARKET, 2024
Project leader: Sergei Koltsov
EdFitter is an innovative AI-driven platform designed to align university curricula and personalized learning paths with the dynamic skill demands of today’s job market, set to revolutionize how education meets industry needs.
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EYEFEATURES: AN OPEN SOURCE PYTHON LIBRARY FOR ANALYSING EYE MOVEMENTS, 2024
Project leader: Anton Surkov
The project is aimed at creation of a unique tool for analysing oculomotor data.
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Psych_ML (AI ASSISTANTS FOR PSYCHOLOGY AND PSYCHIATRY), 2024

Project leader: Sergey Koltsov
The project aims to create the collection and classification of psychological data for the use of artificial intelligence models based on LangChain technology.
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Equations (APPLICATION OF LARGE LANGUAGE MODELS TO SOLVE DIFFERENTIAL EQUATIONS), 2024
Project leader: Sergey Koltsov
This project is supported by the Russian Science Foundation and explores the feasibility of applying large language models to obtain analytical solutions for differential equations.
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