-Building on these algorithmic advances, practical software implementations have become essential for researchers and engineers. MATLAB’s `GlobalSearch`, for example, has been widely adopted, with applications ranging from airfoil design optimization [@airfoil] and kinetic mechanism analysis of polyurethane decomposition [@kinetics]. However, despite its popularity, to the best of our knowledge, no actively maintained open-source alternative currently exists. The only open-source implementation, `MEIGO` [@meigo], is still written in MATLAB, a proprietary language, limiting accessibility.
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