【新刊推介】郭仁忠：城市科学｜《世界建筑导报》2025年第4期NO.224

Core Insights - The publication focuses on the theme of "Urban Science," highlighting the need for innovative research paradigms in response to the challenges posed by urbanization and climate change [12][15][17]. Group 1: Theoretical Frameworks - Urban science is undergoing a transformation from empirical-driven to data-driven and cognitive-driven paradigms, facilitated by technologies such as big data and artificial intelligence [17][20]. - The integration of urban science with sustainable development goals emphasizes the importance of multidisciplinary collaboration and systemic thinking [17][21]. Group 2: Technological Innovations - The CitySPS platform integrates multi-source data for dynamic simulation of urban systems, providing intelligent support for urban governance [18][22]. - Generative AI is explored for optimizing building layouts through diffusion models, significantly enhancing design efficiency [18][23]. Group 3: Practical Applications - A resilience evaluation model for urban road networks is established, providing scientific basis for the safe operation of urban transportation systems [19][25]. - Research on the dynamic evolution of employment centers in megacities reveals patterns that can inform urban spatial structure optimization [19][26]. Group 4: Architectural and Design Innovations - The publication features various architectural projects, including the sustainable renovation of Nanshan Nanhai Primary School, showcasing innovative design approaches in urban settings [61][62]. - The work of Alison Brooks Architects is highlighted, emphasizing their commitment to creating functional and aesthetic spaces that foster community engagement [36][37].