Research abstract
Addressing the late and fragmented use of building simulations in current practice, this study proposes an integrated parametric workflow across three spatial scales (micro-urban, building, and detail) that embeds climate and energy optimization directly into the early conceptual stage through a five-step iterative process. The research establishes a standardized, data-driven framework and pedagogical model that bridges education with professional practice, directly supporting UN Sustainable Development Goals for climate-resilient architecture.