ARTIFICIAL INTELLIGENCE IN PERFORMANCE-DRIVEN DESIGN

A definitive interdisciplinary reference to using artificial intelligence technology and data driven methodologies for sustainable design Artificial Intelligence in Performance Driven Design Theories Methods and Tools explores the application of artificial intelligence AI specifically machine learning ML for performance modeling within the built environment This work develops the theoretical foundations and methodological frameworks for utilizing AI ML with an emphasis on multi scale modeling encompassing energy flows environmental quality and human systems The book examines relevant practices case studies and computational tools that harness AI s capabilities in modeling frameworks enhancing the efficiency accuracy and integration of physics based simulation optimization and automation processes Furthermore it highlights the integration of intelligent systems and digital twins throughout the lifecycle of the built environment to enhance our understanding and management of these complex environments This book also Incorporates emerging technologies into practical ideas to improve performance analysis and sustainable design Presents data driven methodologies and technologies that integrate into modeling and design platforms Shares valuable in