Machine Learning and the City : Applications in Architecture and Urban Design

Silvio Carta

ISBN 10: 1119749638 / ISBN 13: 9781119749639

Editore: Wiley Mai 2022, 2022

Riguardo questo articolo

Neuware - Machine Learning and the CityExplore the applications of machine learning and artificial intelligence to the built environmentMachine Learning and the City: Applications in Architecture and Urban Design delivers a robust exploration of machine learning (ML) and artificial intelligence (AI) in the context of the built environment. Relevant contributions from leading scholars in their respective fields describe the ideas and techniques that underpin ML and AI, how to begin using ML and AI in urban design, and the likely impact of ML and AI on the future of city design and planning.Each section couples theoretical and technical chapters, authoritative references, and concrete examples and projects that illustrate the efficacy and power of machine learning in urban design. The book also includes:\* An introduction to the probabilistic logic that underpins machine learning\* Comprehensive explorations of the applications of machine learning and artificial intelligence to urban environments\* Practical discussions of the consequences of applied machine learning and the future of urban designPerfect for designers approaching machine learning and AI for the first time, Machine Learning and the City: Applications in Architecture and Urban Design will also earn a place in the libraries of urban planners and engineers involved in urban design. Codice articolo 9781119749639

Dati bibliografici

Titolo: Machine Learning and the City : Applications...

Casa editrice: Wiley Mai 2022

Data di pubblicazione: 2022

Legatura: Taschenbuch

Condizione: Neu

Descrizione articolo

Riassunto:

Machine Learning and the City

Explore the applications of machine learning and artificial intelligence to the built environment

Machine Learning and the City: Applications in Architecture and Urban Design delivers a robust exploration of machine learning (ML) and artificial intelligence (AI) in the context of the built environment. Relevant contributions from leading scholars in their respective fields describe the ideas and techniques that underpin ML and AI, how to begin using ML and AI in urban design, and the likely impact of ML and AI on the future of city design and planning.

Each section couples theoretical and technical chapters, authoritative references, and concrete examples and projects that illustrate the efficacy and power of machine learning in urban design. The book also includes:

• An introduction to the probabilistic logic that underpins machine learning
• Comprehensive explorations of the applications of machine learning and artificial intelligence to urban environments
• Practical discussions of the consequences of applied machine learning and the future of urban design

Perfect for designers approaching machine learning and AI for the first time, Machine Learning and the City: Applications in Architecture and Urban Design will also earn a place in the libraries of urban planners and engineers involved in urban design.

Informazioni sull?autore:

Silvio Carta is an architect and Associate Professor at the University of Hertfordshire, UK. His research interests include digital architecture, data-driven approaches and computational design. Silvio is the author of Big Data, Code and the Discrete City. Shaping Public Realms (Routledge 2019).