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Information × Registration Number 0125U001799, R & D request Title Investigation of Transport Phenomena in Nanomaterials Using Classical Computational Methods and Artificial Intelligence Approaches Head Hilchuk Andrii V., к.ф.-м.н. Registration Date 21-03-2025 Organization National Technical University of Ukraine «Igor Sikorsky Kyiv Polytechnic Institute» popup.description1 To develop reliable models for describing transport phenomena (thermal conductivity, diffusion, etc.) in nanomaterials, compare classical computational methods (molecular dynamics, Monte Carlo) with artificial intelligence algorithms (including Physics-Informed Neural Networks), and provide recommendations for their application popup.nrat_date 2025-03-21 Close