Artificial Intelligence in Performance-Driven Design by Narjes Abbasabadi & Mehdi Ashayeri

Description

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 establishes 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.

ISBN: 9781394172061
Author(s): Narjes Abbasabadi & Mehdi Ashayeri