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Information × Registration Number 0124U004651, R & D request Title Research of complex systems: mathematical models, algorithms and software Head Markovych Bohdan M., Доктор фізико-математичних наук Registration Date 08-11-2024 Organization Lviv Polytechnic National University popup.description1 Development of thermodynamically substantiated mathematical models of the drying multicomponent capillary-porous bodies and analytical-numerical methods for solving the relevant problems of mathematical physics to optimize the drying modes according to the criteria of time minimization and control of the stress-strain state. Modeling and analysis of the dynamics of competitive systems, investigation of control methods for managing unstable system dynamics and their impact on stabilization speed; optimization of system element interactions and prediction of dynamics using machine learning methods. Research into artificial intelligence models and application of specialized methods for training, evaluating, and improving artificial intelligence models to solve information processing problems and create supporting systems for intelligent analysis in software; expanding the capabilities and improving the methods of applying known approaches and techniques of artificial intelligence to build intelligent software development systems and code analysis tools. Creation of mathematical models, algorithms, databases and geoinformation technologies for spatial analysis and prognosis of environmental processes at various levels of spatial disaggregation, considering uncertainty and using satellite monitoring data and cloud platforms. Development of mathematical models and algorithms for predicting the efficiency of solar energy systems, considering climatic and geographic factors. Developing methods and tools for automated generation of test scenarios from textual requirements using natural language processing technologies; exploring blockchain applications in e-governance to ensure transparency, security, and efficiency in voting and public services; research and enhancement of consensus mechanisms in blockchain technology to improve the security and scalability of distributed systems. popup.nrat_date 2024-12-09 Close