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AI-Assisted Architectural Design

AI-Assisted Architectural Design PDF Author: Asterios Agkathidis
Publisher: Bis Publishers
ISBN: 9789063697044
Category : Architecture
Languages : en
Pages : 0

Book Description
Generative Artificial Intelligence (AI) tools are currently making a dynamic appearance in the architectural realm. Social media are being bombarded by word-to-image/image-to-image/word-to-3D/image-to-3D illustrations of fictive buildings generated by 2D or 3D AI algorithms. However, these 'designs', while visually appealing, have initiated a debate about their substance and the impact they have on conventional design methods. This book investigates the integration of generative AI-assisted methods into architectural design education and practice, its influence on design aesthetics, and its potential to enhance creativity and critical thinking in the architectural community. The book highlights the advantages and challenges of the utilisation of AI image generator tools in the architectural design process. It includes 10-12 hands-on case studies on how AI can contribute to a creative design process as well as handbook instructions on how to utilise AI in order to achieve the required results.

AI-Assisted Architectural Design

AI-Assisted Architectural Design PDF Author: Asterios Agkathidis
Publisher: Bis Publishers
ISBN: 9789063697044
Category : Architecture
Languages : en
Pages : 0

Book Description
Generative Artificial Intelligence (AI) tools are currently making a dynamic appearance in the architectural realm. Social media are being bombarded by word-to-image/image-to-image/word-to-3D/image-to-3D illustrations of fictive buildings generated by 2D or 3D AI algorithms. However, these 'designs', while visually appealing, have initiated a debate about their substance and the impact they have on conventional design methods. This book investigates the integration of generative AI-assisted methods into architectural design education and practice, its influence on design aesthetics, and its potential to enhance creativity and critical thinking in the architectural community. The book highlights the advantages and challenges of the utilisation of AI image generator tools in the architectural design process. It includes 10-12 hands-on case studies on how AI can contribute to a creative design process as well as handbook instructions on how to utilise AI in order to achieve the required results.

Architecture in the Age of Artificial Intelligence

Architecture in the Age of Artificial Intelligence PDF Author: Neil Leach
Publisher: Bloomsbury Publishing
ISBN: 1350165530
Category : Architecture
Languages : en
Pages : 272

Book Description
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

Artificial Intelligence and Architecture PDF Author: Stanislas Chaillou
Publisher: Birkhäuser
ISBN: 3035624046
Category : Architecture
Languages : en
Pages : 208

Book Description
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.

Artificial Intelligence in Architecture

Artificial Intelligence in Architecture PDF Author: Matias del Campo
Publisher: Wiley
ISBN: 9781394191215
Category : Architecture
Languages : en
Pages : 0

Book Description
Artificial intelligence (AI) applications in architectural design have achieved a critical mass and exploded into the mainstream of architectural imaginations. From aspects of practical applications in design and constructionto the implications for architecture theory to a plethora of novel tools for accelerated morphological studies, what has become clear is that the discipline is passing a threshold that fundamentally changes architecture as a whole. However, the most radical change is the interrogation and novel discussion of aspects of authorship and agency in design ecologies driven by synthetic imaginations. What does it mean for authorship when more than 50 per cent of the content is generated by a nonhuman player? The issue of authorship seems more pressing than ever. In a world that is being transformed by AI on a daily basis, what is the role of the sole genius, and designers, artists and architects? This AD dives deep into current discussions about the human position in architectural design, which is increasingly entangled in an AI-driven design context. Contributors: Cesare Battelli, Phillip Bernstein, Mario Carpo, Benjamin Ennemoser and Ingrid Hufnagl, Sarah Fox, Wanyu He, Andrew Kudless, Ryan Vincent Manning, Sandra Manninger, Kyle Steinfeld, Andrew Witt, and Michael Young. Featured architects: XKool, SPAN, and Young & Ayata

The Routledge Companion to Artificial Intelligence in Architecture

The Routledge Companion to Artificial Intelligence in Architecture PDF Author: Imdat As
Publisher: Routledge
ISBN: 1000372375
Category : Architecture
Languages : en
Pages : 486

Book Description
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.

Neural Architecture

Neural Architecture PDF Author: Matias del Campo
Publisher: Applied Research & Design
ISBN: 9781951541682
Category :
Languages : en
Pages : 250

Book Description
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 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. The book illustrates in a series of projects a set of crucial questions for the development of architecture in the future. 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.

AI for Computer Architecture

AI for Computer Architecture PDF Author: Lizhong Chen
Publisher: Morgan & Claypool Publishers
ISBN: 1681739852
Category : Computers
Languages : en
Pages : 144

Book Description
This book reviews the application of machine learning in system-wide simulation and run-time optimization, and in many individual components such as caches/memories, branch predictors, networks-on-chip, and GPUs. Artificial intelligence has already enabled pivotal advances in diverse fields, yet its impact on computer architecture has only just begun. In particular, recent work has explored broader application to the design, optimization, and simulation of computer architecture. Notably, machine-learning-based strategies often surpass prior state-of-the-art analytical, heuristic, and human-expert approaches. The book further analyzes current practice to highlight useful design strategies and identify areas for future work, based on optimized implementation strategies, opportune extensions to existing work, and ambitious long term possibilities. Taken together, these strategies and techniques present a promising future for increasingly automated computer architecture designs.

Applied Mathematics, Modeling and Computer Simulation

Applied Mathematics, Modeling and Computer Simulation PDF Author: C.-H. Chen
Publisher: IOS Press
ISBN: 1643684590
Category : Computers
Languages : en
Pages : 1266

Book Description
Applied mathematics, modelling, and computer simulation are central to many aspects of engineering and computer science, and continue to be of intrinsic importance to the development of modern technologies. This book presents the proceedings of AMMCS 2023, the 3rd International Conference on Applied Mathematics, Modeling and Computer Simulation, held on 12 and 13 August 2023 in Wuhan, China. The conference provided an ideal opportunity for scholars and researchers to communicate important recent developments in their areas of specialization to their colleagues, and to scientists in related disciplines. More than 250 submissions were received for the conference, of which 133 were selected for presentation at the conference and inclusion here after a thorough peer-review process. These range from the theoretical and conceptual to strongly pragmatic papers addressing industrial best practice, and cover topics such as mathematical modeling and application; engineering applications and scientific computations; and the simulation of intelligent systems. The book explores practical experiences and enlightening ideas, and will be of interest to researchers, practitioners, and to all those working in the fields of applied mathematics, modeling and computer simulation.

Computer-Aided Architectural Design. INTERCONNECTIONS: Co-computing Beyond Boundaries

Computer-Aided Architectural Design. INTERCONNECTIONS: Co-computing Beyond Boundaries PDF Author: Michela Turrin
Publisher: Springer Nature
ISBN: 3031371895
Category : Computers
Languages : en
Pages : 675

Book Description
This book includes the refereed Selected Papers of the 20th International Conference on Computer-Aided Architectural Design. INTERCONNECTIONS: Co-computing Beyond Boundaries, CAAD Futures 2023, held in Delft, The Netherlands, in July 5–7, 2023. The 43 full papers included in this book were carefully reviewed and selected from 144 submissions. They were organized in topical sections as follows: ​algorithmic architectural design; AI-powered architectural ideation; performance-based design, urban models and analysis; urban design; digital design, materials and fabrication; spatial information, data and semantics; building data analysis, visualisation, interaction; and building massing and layouts.

AI for Computer Architecture

AI for Computer Architecture PDF Author: Lizhong Chen
Publisher: Springer Nature
ISBN: 3031017706
Category : Technology & Engineering
Languages : en
Pages : 124

Book Description
Artificial intelligence has already enabled pivotal advances in diverse fields, yet its impact on computer architecture has only just begun. In particular, recent work has explored broader application to the design, optimization, and simulation of computer architecture. Notably, machine-learning-based strategies often surpass prior state-of-the-art analytical, heuristic, and human-expert approaches. This book reviews the application of machine learning in system-wide simulation and run-time optimization, and in many individual components such as caches/memories, branch predictors, networks-on-chip, and GPUs. The book further analyzes current practice to highlight useful design strategies and identify areas for future work, based on optimized implementation strategies, opportune extensions to existing work, and ambitious long term possibilities. Taken together, these strategies and techniques present a promising future for increasingly automated computer architecture designs.