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Diffusions in Architecture: Artificial Intelligence and Image Generators by Matias del Campo (Editor); Lev Manovich (Preface by) DIFFUSIONS IN ARCHITECTURE A guide to diffusion models and their impact on design, with insight on how this novel artificial intelligence technology may disrupt the industry Diffusions in Architecture: Artificial Intelligence and Image Generators delves into the impact of Generative AI models and their effect on architecture design and aesthetics. The book presents an in-depth analysis of how these new technologies are revolutionizing the field of architecture and changing the way architects approach their work. The architects presented in the book focus on the application of specific AI techniques and tools used in generative design, such as Diffusion models, Dall-E2, Stable Diffusion, and MidJourney. It discusses how these techniques can generate synthetic images that are both realistic and imaginative, creating new possibilities for architectural design and aesthetics. Twenty-two leading designers and theorists offer their insights, providing disciplinary depth by covering the full impact of these learning tools on architecture.

Artificial Intelligent Architecture The impact of artificial intelligence in the discipline of architecture is unavoidable and undeniable. The recent mass adoption of highly accessible machine learning tools including DALL-E, Stable Diffusion, and Midjourney has allowed designers to test their limits and assess their role as an author in the design of the built environment. This book will include speculations on the introduction of artificial intelligence bots/apps into architecture and feature a collection of works from eighteen architects and designers who are interrogating current AI applications. Within each chapter, authors put forth a position through a framework consisting of theory and application lenses. Additionally, interviews from leading practitioners will offer insights into the current curiosities fueling investigation. This book will incite dialogue about the potential of AI as an ideation device and extension of the architect's authorship. As a part of this work, curation plays an important role as the technology generates content at an incredible pace. Architectural design thinking will have to reconcile the injection of this new tool and this book will speculate on the current state in its infancy.

The Routledge Companion to Artificial Intelligence in Architecture by Imdat As (Editor); Prithwish Basu (Editor) Providing the most comprehensive source available, this book surveys the state of the art in artificial intelligence (AI) as it relates to architecture. This book is organized 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 24 consistently illustrated contributions examining seminal work on AI from around the world, including the United States, Europe, and Asia. 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.

Architecture in the Age of Artificial Intelligence : an introduction to AI for architects by Neil Leach Artificial intelligence is everywhere - from the apps on our phones to the algorithms of search engines. Without us noticing, the AI revolution has arrived. But what does this mean for the world of design? The first volume in a two-book series, Architecture in the Age of Artificial Intelligence introduces AI for designers and considers its positive potential for the future of architecture and design.Explaining what AI is and how it works, the book examines how different manifestations of AI will impact the discipline and profession of architecture. Highlighting current case-studies as well as near-future applications, it shows how AI is already being used as a powerful design tool, and how AI-driven information systems will soon transform the design of buildings and cities.Far-sighted, provocative and challenging, yet rooted in careful research and cautious speculation, this book, written by architect and theorist Neil Leach, is a must-read for all architects and designers - including students of architecture and all design professionals interested in keeping their practice at the cutting edge of technology.

Artificial Intelligence and Architecture : from research to practice by Stanislas Chaillou Künstliche Intelligenz (KI) hat Eingang in unzählige Branchen gefunden. In der Architektur steckt der Einsatz von KI noch in den Kinderschuhen, doch die Entwicklung der letzten Jahre hat vielversprechende Ergebnisse gebracht. Das Buch ist eine gut verständliche Einführung. Sie bietet einen Überblick über die Geschichte der KI und ihre ersten Anwendungen in der Architektur. Im zweiten Teil präsentiert der Autor konkrete Beispiele für den kreativen Einsatz von KI in der Praxis. Führende Experten, von der Havard-University bis zur Bauhaus Universität, eröffnen schließlich in Essays vielfältige Perspektiven auf das Potenzial von KI. Als Einführung zeigt das Buch ein Panorama dieser neuen technologischen Möglichkeiten und verdeutlicht so das Versprechen, das sie für die Architektur darstellen. Künstliche Intelligenz als Planungswerkzeug des Architekten Vom Städtebau bis zum Wohnungsgrundriss Potenziale einer neuen Arbeitsweise

Smart Cities and Artificial Intelligence : convergent systems for planning, design, and operations by Christopher Grant Kirwan; Fu Zhiyong Smart Cities and Artificial Intelligence offers a comprehensive view of how cities are evolving as smart ecosystems through the convergence of technologies incorporating machine learning and neural network capabilities, geospatial intelligence, data analytics and visualization, sensors, and smart connected objects. These recent advances in AI move us closer to developing urban operating systems that simulate human, machine, and environmental patterns from transportation infrastructure to communication networks. Exploring cities as real-time, living, dynamic systems, and providing tools and formats including generative design and living lab models that support cities to become self-regulating, this book provides readers with a conceptual and practical knowledge base to grasp and apply the key principles required in the planning, design, and operations of smart cities. Smart Cities and Artificial Intelligence brings a multidisciplinary, integrated approach, examining how the digital and physical worlds are converging, and how a new combination of human and machine intelligence is transforming the experience of the urban environment. It presents a fresh holistic understanding of smart cities through an interconnected stream of theory, planning and design methodologies, system architecture, and the application of smart city functions, with the ultimate purpose of making cities more liveable, sustainable, and self-sufficient. Explores concepts in smart city design and development and the transformation of cities through the convergence of human, machine, and natural systems enabled by Artificial Intelligence (AI) Includes numerous diagrams to illustrate and explain complex smart city systems and solutions Features diverse smart city examples and initiatives from around the globe

Beyond Digital : design and automation at the end of modernity Recasting computational design- a new modern agenda for a post-industrial, post-pandemic world. Mass production was the core technical logic of industrial modernity- for the last hundred years, architects and designers have tried to industrialize construction and standardize building materials and processes in the pursuit of economies of scale. But this epochal march of modernity is now over. In Beyond Digital, Mario Carpo reviews the long history of the computational mode of production, showing how the merger of robotic automation and artificial intelligence will stop and reverse the modernist quest for scale. Today's technologies already allow us to use nonstandard building materials as found, or as made, and assemble them in as many nonstandard, intelligent, adaptive ways as needed- the microfactories of our imminent future will be automated artisan shops. The post-industrial logic of computational manufacturing has been known and theorized for some time. By tracing its theoretical and technical sources, and reviewing the design theories that accompanied its rise, Carpo shows how the computational project, long under the sway of powerful antimodern ideologies, is now being recast by the urgency of the climate crisis, which has vindicated its premises-and by the global pandemic, which has tragically proven its viability. Looking at the work of a new generation of designers, technologists, and producers, Beyond Digital offers a new modern agenda for our post-industrial future.

Biodesign in the Age of Artificial Intelligence : deep green by Claudia Pasquero; Marco Poletto -The book proposes a research-driven model for practicing architecture. -It engages with green architecture through design innovation, including the impact of microbiology and Artificial Intelligence on future green design practices. -It proposes a critical reassessment of the topic of sustainable architecture and the notion of green city in the light of the current health and climate crisis. -It engages with trans-disciplinary design methods, ranging from architecture, design, computation, biology and biotechnology.

The Second Digital Turn : design beyond intelligence by Mario Carpo The first digital turn in architecture changed our ways of making; the second changes our ways of thinking.Almost a generation ago, the early software for computer aided design and manufacturing (CAD/CAM) spawned a style of smooth and curving lines and surfaces that gave visible form to the first digital age, and left an indelible mark on contemporary architecture.But today's digitally intelligent architecture no longer looks that way.In The Second Digital Turn, Mario Carpo explains that this is because the design professions are now coming to terms with a new kind of digital tools they have adopted-no longer tools for making but tools for thinking.In the early 1990s the design professions were the first to intuit and interpret the new technical logic of the digital age- digital mass-customization (the use of digital tools to mass-produce variations at no extra cost) has already changed the way we produce and consume almost everything, and the same technology applied to commerce at large is now heralding a new society without scale-a flat marginal cost society where bigger markets will not make anything cheaper.But today, the unprecedented power of computation also favors a new kind of science where prediction can be based on sheer information retrieval, and form finding by simulation and optimization can replace deduction from mathematical formulas.Designers have been toying with machine thinking and machine learning for some time, and the apparently unfathomable complexity of the physical shapes they are now creating already expresses a new form of artificial intelligence, outside the tradition of modern science and alien to the organic logic of our mind.

Robotic Landscapes : designing the unfinished by Ilmar Hurkxkens (Editor); Fujan Fahmi (Editor); Ammar Mirjan (Editor) The first book on the use of robotic technology in landscape design that introduces new, dynamic methods and previously inconceivable scenarios for implementation. The Department of Architecture at ETH Zurich has been researching the integration of robots into the architectural practice, both in design and the fabrication process, for some time. This book--created in collaboration with the chair of Christophe Girot, Gramazio Kohler Research, and Marco Hutter at ETH Zurich's Robotic Systems Lab--is the first to investigate the use of robot-based construction equipment for large-scale soil grading in landscape architecture. As landscapes evolve due to ever-changing environmental conditions, the application of autonomous systems that respond to the environment rather than perform predefined and static earthwork is of particular interest in this field. Robotic Landscapes sheds light on a series of groundbreaking experiments in an interdisciplinary collaboration of landscape design, environmental engineering, and robotics that aims to make landscape architecture sustainable and ecological in the long term.  

Artificial Intelligence and the City by Federico Cugurullo

Atlas of Digital Architecture : terminology, concepts, methods, tools, examples, phenomena by Ludger Hovestadt (Editor); Urs Hirschberg (Editor); Oliver Fritz (Editor) Digital technology and architecture have become inseparable, with new approaches and methodologies not just affecting the workflows and practice of architects but shaping the very character of architecture. This compendious work offers a wide-ranging orientation to the new landscape with its opportunities, its challenges, and its vast potential. Contributing Editors: Ludger Hovestadt, Urs Hirschberg, Oliver Fritz Contributors: Diana Alvarez-Marin, Jakob Beetz, André Borrmann, Petra von Both, Harald Gatermann, Marco Hemmerling, Ursula Kirschner, Reinhard König, Dominik Lengyel, Bob Martens, Frank Petzold, Sven Pfeiffer, Miro Roman, Kay Römer, Hans Sachs, Philipp Schaerer, Sven Schneider, Odilo Schoch, Milena Stavric, Peter Zeile, Nikolaus Zieske Writer: Sebastian Michael atlasofdigitalarchitecture.com

Artificial Intelligence in Urban Planning and Design : technologies, implementation, and impacts by Imdat As (Editor); Prithwish Basu (Editor); Pratap Talwar (Editor) Artificial Intelligence in Urban Planning and Design: Technologies, Implementation, and Impacts is the most comprehensive resource available on the state of Artificial Intelligence (AI) as it relates to smart city planning and urban design. The book explains nascent applications of AI technologies in urban design and city planning, providing a thorough overview of AI-based solutions. It offers a framework for discussion of theoretical foundations of AI, AI applications in the urban design, AI-based research and information systems, and AI-based generative design systems. The concept of AI generates unprecedented city planning solutions without defined rules in advance, a development raising important questions issues for urban design and city planning. This book articulates current theoretical and practical methods, offering critical views on tools and techniques and suggests future directions for the meaningful use of AI technology. Includes a cutting-edge catalogue of AI tools applied to smart city design and planning Provides case studies from around the globe at various scales Includes diagrams and graphics for course instruction

Machine learning : architecture in the age of artificial intelligence by Bernstein, Phillip 'The advent of machine learning-based AI systems demands that our industry does not just share toys, but builds a new sandbox in which to play with them.' - Phil Bernstein The profession is changing. A new era is rapidly approaching when computers will not merely be instruments for data creation, manipulation and management, but, empowered by artificial intelligence, they will become agents of design themselves. Architects need a strategy for facing the opportunities and threats of these emergent capabilities or risk being left behind. Architecture's best-known technologist, Phil Bernstein, provides that strategy. Divided into three key sections - Process, Relationships and Results - Machine Learning lays out an approach for anticipating, understanding and managing a world in which computers often augment, but may well also supplant, knowledge workers like architects. Armed with this insight, practices can take full advantage of the new technologies to future-proof their business.

Codify : parametric and computational design in landscape architecture by Bradley Cantrell (Editor); Adam Mekies (Editor) Codify: Parametric and Computational Design in Landscape Architecture provides a series of essays that explore what it means to use, modify and create computational tools in a contemporary design environment. Landscape architecture has a long history of innovation in the areas of computation and media, particularly in how the discipline represents, analyses, and constructs complex systems. This curated volume spans academic and professional projects to form a snapshot of digital practices that aim to show how computation is a tool that goes beyond methods of representation and media. The book is organized in four sections; syntax, perception, employ, and prospective. The essays are written by leading academics and professionals and the sections examine the role of computational tools in landscape architecture through case studies, historical accounts, theoretical arguments, and nascent propositions.

Neural Architecture : design and artificial intelligence by Matias del Campo; Mario Carpo (Foreword by) The book provides an opportunity to survey the emerging field of Architecture and Artificial Intelligence, and to reflect on the implications of a world increasingly entangled in questions of the agency, culture and ethics of AI.   The main goal of Neural Architecture is to understand how to interrogate artificial intelligence--a technological tool--in the field of architectural design, traditionally a practice that combines humanities and visual arts.Matias del Campo, the author of Neural Architecture is currently exploring specific applications of artificial intelligence in contemporary architecture, focusing on their relationship to material and symbolic culture.AI has experienced an explosive growth in recent years in a range of fields including architecture but its implications for the humanistic values that distinguish architecture from technology have yet to be measured.This book explores the interdisciplinary project that brings the long tradition of humanistic inquiry in architecture together with cutting-edge research in artificial intelligence.

The New Technological Condition : architecture and design in the age of cybernetics by Georg Vrachliotis In the era of cybernetics, architects suddenly encountered entirely new ways of operating technical systems: buildings could be calculated using circuit diagrams, creativity and imagination were confronted with the technical intelligence of thinking machines. Architects found themselves in the crosshairs of cybernetics. At stake was nothing less than the continued existence of the architect's inventive intelligence in a techno-scientific world. Today, we see computing machines, once so heavy, losing weight while gaining power. Computers are fully colonizing the human environment, creating their own digital ecosystems, and giving rise to forms of society and ways of being that cannot even be explained without big data. Available for the first time in English as a new edition.

Architectural Intelligence : how designers and architects created the digital landscape by Molly Wright Steenson Architects who engaged with cybernetics, artificial intelligence, and other technologies poured the foundation for digital interactivity.In Architectural Intelligence, Molly Wright Steenson explores the work of four architects in the 1960s and 1970s who incorporated elements of interactivity into their work. Christopher Alexander, Richard Saul Wurman, Cedric Price, and Nicholas Negroponte and the MIT Architecture Machine Group all incorporated technologies-including cybernetics and artificial intelligence-into their work and influenced digital design practices from the late 1980s to the present day. Alexander, long before his famous 1977 book A Pattern Language, used computation and structure to visualize design problems; Wurman popularized the notion of "information architecture"; Price designed some of the first intelligent buildings; and Negroponte experimented with the ways people experience artificial intelligence, even at architectural scale. Steenson investigates how these architects pushed the boundaries of architecture-and how their technological experiments pushed the boundaries of technology. What did computational, cybernetic, and artificial intelligence researchers have to gain by engaging with architects and architectural problems? And what was this new space that emerged within these collaborations? At times, Steenson writes, the architects in this book characterized themselves as anti-architects and their work as anti-architecture. The projects Steenson examines mostly did not result in constructed buildings, but rather in design processes and tools, computer programs, interfaces, digital environments. Alexander, Wurman, Price, and Negroponte laid the foundation for many of our contemporary interactive practices, from information architecture to interaction design, from machine learning to smart cities.

Eyes of the city: architecture and urban space after artificial intelligence : a project by Carlo Ratti, Michele Bonino, Yimin Sun by Daniele Belleri (Editor); Monica Naso (Editor); Michele Bonino (Text by); Edoardo. Bruno (Text by); Valeria Federighi (Editor)

Search for more articles in The Avery Index To Architectural Periodicals

Artificial Intelligence in Architecture by AD: Architectural Design, vol. 94, no. 3

Machine Hallucinations : architecture and artificial intelligence by AD: Architectural Design, vol. 92, no. 3

"Artificial Intelligence in Landscape Architecture (literature review)" in Landscape Journal, vol. 42, no. 1 by Phillip Fernberg, Brent Chamberlain

"Learning AI: Incorporating AI into Architecture School is a Chance to Address Broader Issues" by Pansy Schulman in Architectural Record.