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Information × Registration Number 0123U105043, R & D request Title Discrete-algebraic structures, stochastic systems and their application in machine learning and financial mathematics Head Chornei Ruslan Kostiantynovych, Кандидат фізико-математичних наук Registration Date 07-12-2023 Organization National University of Kyiv-Mohyla Academy popup.description1 Increasing the reliability of large language models; finding optimal solutions for given quality indices, in particular, for processing and generating audio sequences; improvement of the Black-Scholes model, bringing it into line with real financial data; finding conditions of existence and uniqueness of optimal local strategies for problems of managing random fields of a special structure; obtaining new results from Metric graph theory: complete description of eccentric digraphs of uep-graphs, new criteria and algorithms for totally convex and AP-convex sets, conducting research on unary graph operators and description of properties of various classes of maps between graphs. popup.nrat_date 2024-12-09 Close