Titre et auteur:

The Routledge companion to artificial intelligence in architecture / edited by Imdat As and Prithwish Basu.

Publication:

Abington, Oxon ; New York, NY : Routledge, Taylor & Francis Group, 2021.
©2021

Description:

xxi, 463 pages : illustrations (black and white) ; 26 cm.

Série(s):

Routledge companions

Notes:
Includes bibliographical references and index.
Background, history and theory of AI -- AI tools, methods and techniques -- AI in architectural research -- Case studies of AI in architecture.
Background, history, and theory of AI -- Significant others: machine learning as actor, material, and provocateur in art and design / Kyle Steinfeld -- Sculpting spaces of possibility: brief history and prospects of artificial intelligence in design / Daniel Cardoso Llach -- Mapping generative models for architectural design / Pedro Veloso and Ramesh Krishnamurti -- The network of interactions for an artificial architectural intelligence / Can Uzun -- AI tools, methods, and techniques -- Machine learning in architecture: an overview of existing tools / Ilija Vukorep and Anatolii Kotov -- Fundamental aspects of pattern recognition in architectural drawing / Tyler Kvochick -- AI as a contributor in the early stage of the design / Sam Conrad Joyce -- AI in space planning / Danil Nagy -- Generating new architectural designs using topographical AI / Prithwish Basu, Imdat As, and Elizabeth Munch -- AI in architectural research -- Artificial intelligence in architectural heritage research: simulating networks of caravanserais through machine learning / Guzden Varinlioglu and Özgün Balaban -- A deep-learning approach to real-time solar radiation prediction / Theodoros Galanos and Angelos Chronis -- Artificial intelligence and machine learning in landscape architecture / Bradley Cantrell, Zihao Zhang, and Xun Liu -- Case studies of AI in architecture -- Combining AI and BIM in the design and construction of a Mars habitat / Naveen K. Muthumanickam, José P. Duarte, Shadi Nazarian, Ali Memari, and Sven G. Bilén -- Toward dynamic and explorative optimization for architectural design / David W. Newton -- Synergizing smart building technologies with data analytics / Andrzej Zarzycki -- Explainable ML: augmenting the interpretability of numerical simulation using Bayesian networks / Zack Xuereb Conti and Sawako Kaijima -- Image analytics for strategic planning / Aldo Sollazzo -- Urban development predictor: using development pipeline data to predict San Francisco's growth / Skidmore, Owings & Merrill (SOM) -- AI in crowdsourced design: sourcing collective design intelligence / Imdat As, Prithwish Basu, and Sergey Burukin -- Interfacing architecture and artificial intelligence: machine learning for architectural design and fabrication / Bastian Wibranek and Oliver Tessmann -- Machining and machine learning: extending architectural digital fabrication through AI / Paul Nicholas -- Augmented intuition: encoding ideas, matter, and why it matters / Mathias Bernhard, Maria Smigielska, and Benjamin Dillenburger -- AI and architecture: an experimental perspective / Stanislas Chaillou -- An anonymous composition: a case study of form-finding optimization through a machine learning algorithm / Akshay Srivastava, Longtain Liao, and Henan Liu.

Résumé:

"Providing the most comprehensive source available, this book surveys the state of the art in Artificial Intelligence (AI) as it relates to architecture. Organised in four parts: theoretical foundations, tools and techniques; AI in research and AI in architectural practice it provides a framework for the issues surrounding AI and offers a variety of perspectives. It contains twenty-five consistently illustrated contributions examining seminal work on AI from around the world, including the United States, Europe, India, China and Japan. It articulates current theoretical and practical methods, offers critical views on tools and techniques and suggests future directions for meaningful uses of AI technology. Architects and educators who are concerned with the advent of AI and its ramifications for the design industry will find this book an essential reference"-- Provided by publisher.

ISBN:

9780367749590 paperback
0367749599 paperback
9780367424589 hardcover
0367424584 hardcover
electronic book
9780367824259
electronic publication
9781000372410
9781000372373
0367824256 (ebk)

Sujet:

Architecture and technology.
Artificial intelligence.
Artificial Intelligence
Architecture et technologie.
Intelligence artificielle.
artificial intelligence.

Vedettes secondaires:

As, Imdat, editor.
Basu, Prithwish, editor.
Routledge companions.

Exemplaires:

Localisation: Bibliothèque main 315305
Cote: 315305
Exemplaire: 1
Statut: Disponible