Stavytskyy, A., and O. Babkova. “Macroeconomic Forecasting of Geopolitical Changes in the World Using Machine Learning Methods ”. Bulletin of V. N. Karazin Kharkiv National University Economic Series, no. 110, May 2026, pp. 5-23, doi:10.26565/2311-2379-2026-110-01.