The landscape of computational science is experiencing unprecedented change by quantum innovations. Revolutionary approaches to analytic troubles are arising across multiple disciplines. These progressions pledge to reshape how we tackle complex challenges in the coming decades. Logistics and supply chain oversight present compelling application c