Abstract Background Achieving climate neutrality in cities is a major challenge. especially in light of rapid urbanization and the urgent need to combat climate change. This paper explores the role of advanced computational methods in the transition of cities to climate neutrality. with a focus on energy supply and transportation systems. https://parisnaturalfoodes.shop/product-category/org-fermented-cacao-nibs/