The Routledge companion to artificial intelligence in architecture. (2021)

• Record Type: Book
• Other Titles: Companion to artificial intelligence in architecture; Artificial intelligence in architecture
• Further Information: Note: Edited by Imdat As, Prithwish Basu.
• Editors: As, Imdat; Basu, Prithwish
• Contents: Part 1 – Background, History and Theory of AI 1. Significant Others: Machine Learning as Actor, Material, and Provocateur in Art and Design Kyle Steinfeld 2. Sculpting Probabilistic Spaces: Brief History and Prospects of Machine Learning in Design Daniel Cardoso Llach 3. Mapping generative models for architectural design Pedro Veloso, Ramesh Krishnamurti 4. The Network of Interactions for an Artificial Architectural Intelligence Can Uzun Part 2 – AI Tools, Methods and Techniques 5. Machine Learning in Architecture: An Overview of Existing Tool Ilija Vukorep, Anatolii Kotov 6. Fundamental Aspects of Pattern Recognition in Architectural Drawing Tyler Kvochick 7. AI as a collaborator in the early stage of design Sam Conrad Joyce 8. AI in space planning Danil Nagy 9. Generating new architectural designs using topological AI Prithwish Basu, Imdat As, Elizabeth Munch Part 3 – AI in Architectural Research 10. Artificial Intelligence in Architectural Heritage Research: Simulating Networks of Caravanserais through Machine Learning Guzden Varinlioglu, Özgün Balaban 11. A Deep Learning approach to Real Time Solar Radiation Prediction Theodoros Galanos, Angelos Chronis 12. Artificial Intelligence and Machine Learning in Landscape Architecture Bradley Cantrell, Zihao Zhang, Xun Liu Part 4 – Case Studies of AI in Architecture 13. Combining AI and BIM in the design and construction of a Mars habitat Naveen K. Muthumanickam, Jose Pinto Duarte, Shadi Nazarian, Ali Memari, Sven G. Bilén 14. Towards Dynamic and Explorative Optimization for Architectural Design David Newton 15. Synergizing smart building technologies with data analytics Andrzej Zarzycki 16. Explainable ML: Augmenting the interpretability of numerical simulation using Bayesian networks Zack Xuereb Conti, Sawako Kaijima 17. Image Analytics for Strategic Planning Aldo Sollazzo 18. Urban Development Predictor SOM (Skidmore, Owings and Merrill) 19. AI in Crowdsourced Design: Sourcing Collective Design Intelligence Imdat As, Prithwish Basu, Sergey Burukin 20. Interfacing Architecture and Artificial Intelligence - Machine Learning for Architectural Design and Fabrication Bastian Wibranek, Oliver Tessmann 21. Machining and machine learning: Extending architectural fabrication through AI Paul Nicholas 22. Augmented Intuition - Encoding Ideas, Matter and why it matters Mathias Bernhard, Maria Smigielska, Benjamin Dillenburger 23. AI & Architecture – An Experimental Perspective Stanislas Chaillou 24. An Anonymous Composition: A Case Study of Form Finding Optimization through Machine Learning Algorithm Akshay Srivastava, Longtai Liao, Henan Liu 25. Turbulent Intelligences: Liquid Architectures in Latent Spaces Marcos Novak Index
• Edition: 1st
• Publisher Details: London : Routledge
• Publication Date: 2021
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 720.47; Architecture and technology; Artificial intelligence
• Languages: English
• ISBNs: 9781000372410; 9781000372373; 9780367824259
• Related ISBNs: 9780367424589
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.