Cumincad : CUMINCAD Papers : Search Results

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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_id	acadia10_258
id	acadia10_258
authors	Doumpioti, Christina; Greenberg, Evan L.; Karatzas, Konstantinos
year	2010
title	Embedded Intelligence: Material Responsiveness in Façade Systems
doi	https://doi.org/10.52842/conf.acadia.2010.258
source	ACADIA 10: LIFE in:formation, On Responsive Information and Variations in Architecture [Proceedings of the 30th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-1-4507-3471-4] New York 21-24 October, 2010), pp. 258-262
summary	This paper presents recent research for new mechanical systems and façade designs that are able to respond to environmental changes through local interactions, inspired by biological systems. These are based on a model of distributed intelligence founded on insect and animal collectives, from which intelligent behavior emerges through simple local associations. Biological collective systems integrate material form and responsiveness and have the potential to inform new architectural and engineering strategies. The proposed façade system uses integrated sensors and actuators that moderate their local environments through simple interactions with their immediate neighbors. Computational techniques coupled to manufacturing methods and material logics create an integral design framework leading to heterogeneous environmental and structural conditions, producing local responses to environmental stimuli, and ultimately, effective performance of the whole system.
series	ACADIA
type	normal paper
email
last changed	2022/06/07 07:55

_id	caadria2010_057
id	caadria2010_057
authors	Feng, Han
year	2010
title	Quantum architecture: an indeterministic and interactive computational design system
doi	https://doi.org/10.52842/conf.caadria.2010.619
source	Proceedings of the 15th International Conference on Computer Aided Architectural Design Research in Asia / Hong Kong 7-10 April 2010, pp. 619-628
summary	The evolution of computational design technique from mere substitution of hand drawing to customised design algorithms exhibiting a certain degree of intelligence, naturally opens up a new research frontier that studies the relationship between designers and customized design algorithms. Most of current customised architecture design algorithm adopts a deterministic paradigm to raise their design questions, that is to say, given the explicit rules and parameters, only one solution is allowed at each discrete computation step. Due to this deterministic nature, an intuitive and efficient communication between design algorithm and designer is hard to achieve, as there is almost no space for designer to step into the running generative process. This lack of progressive communication channels and the inefficiency of translating perceptual judgment into computer language directly results in the unconscious rejection of non-parameterisable design factors like intuition, aesthetic judgment and associational reasoning that are essential to any design activity. This paper introduces the quantum design paradigm as alternative computation paradigm for constructing an interactive and intuitive design system. An algorithm prototype, probability field, will be introduced to illustrate the logic and possible application of the proposed quantum design paradigm.
keywords	Quantum design paradigm; intuition; algorithm prototype; interactivity; probability fi eld
series	CAADRIA
email
last changed	2022/06/07 07:50

_id	caadria2011_007
id	caadria2011_007
authors	Ko, Kaon and Salvator-John Liotta
year	2011
title	Digital tea house: Japanese tea ceremony as a pretext for exploring parametric design and digital fabrication in architectural education
doi	https://doi.org/10.52842/conf.caadria.2011.071
source	Proceedings of the 16th International Conference on Computer Aided Architectural Design Research in Asia / The University of Newcastle, Australia 27-29 April 2011, pp. 71-80
summary	This paper reviews the Digital Tea House, a joint workshop in August of 2010 held at the University of Tokyo, Department of Architecture, together with Columbia University GSAPP. Three pavilions for hosting ceremony were designed and built in less than one month, in an attempt to bridge technology and culture not only through design but also fabrication. Issues addressed in the process included applications of computational design, interpretations of tradition and culture in spatial or activity oriented expressions, structural stability, to practical solutions for quick physical materialization. Three teams comprised of 6 to 8 students, each a blend of different nationalities, ultimately produced 3 full-scale tea houses with the same software, primary material, budget, and principal fabrication method.
keywords	Digital fabrication; academic workshop; computational design; design-build; tea house
series	CAADRIA
email
last changed	2022/06/07 07:51

_id	ecaade2012_261
id	ecaade2012_261
authors	Feringa, Jelle; Sondergaard, Asbjorn
year	2012
title	Design and Fabrication of Topologically Optimized Structures; An Integral Approach - A Close Coupling Form Generation and Fabrication
doi	https://doi.org/10.52842/conf.ecaade.2012.2.495
source	Achten, Henri; Pavlicek, Jiri; Hulin, Jaroslav; Matejovska, Dana (eds.), Digital Physicality - Proceedings of the 30th eCAADe Conference - Volume 2 / ISBN 978-9-4912070-3-7, Czech Technical University in Prague, Faculty of Architecture (Czech Republic) 12-14 September 2012, pp. 495-500
summary	Integral structural optimization and fabrication seeks the synthesis of two original approaches; that of topological optimization (TO) and robotic hotwire cutting (HWC) (Mcgee 2011). TO allows for the reduction of up to 70% of the volume of concrete to support a given structure (Sondergaard & Dombernowsky 2011). A strength of the method is that it allows to come up with structural designs that lie beyond the grasp of traditional means of design. A design space is a discretized volume, delimiting where the optimization will take place. The number of cells used to discretize the design space thus sets the resolution of the TO. While the approach of the application of TO as a constitutive design tool centers on structural aspects in the design phase (Xie 2010), the outcome of this process are structures that cannot be realized within a conventional budget. As such the ensuing design is optimal in a narrow sense; whilst optimal structurally though, construction can be prove to be prohibitively expensive.
wos	WOS:000330320600052
keywords	Topology optimization; robotics; hotwire cutting; EPS formwork; concrete structures
series	eCAADe
email
last changed	2022/06/07 07:50

_id	ascaad2010_089
id	ascaad2010_089
authors	Hemmerling, Marco
year	2010
title	Origamics
source	CAAD - Cities - Sustainability [5th International Conference Proceedings of the Arab Society for Computer Aided Architectural Design (ASCAAD 2010 / ISBN 978-1-907349-02-7], Fez (Morocco), 19-21 October 2010, pp. 89-96
summary	Folding strategies in architecture have been explored since the 1990s – if not before – as a method to generate spatial and structural concepts by applying complex geometries. These strategies are generally related to an analogue working method that involves paper folded models rather than digital form finding processes. Against this background the paper focuses on the impact and possibilities of folding principles from origami for the digital design process in using parametric software to generate integral and adaptive systems within an experimental and intuitive design approach.
series	ASCAAD
email
last changed	2011/03/01 07:36

_id	e5a8
id	e5a8
authors	Saghafi, Mahmoud Reza; Jill Franz, Philip Crowther
year	2010
title	Crossing the Cultural Divide: A Contemporary Holistic Framework for Conceptualising Design Studio Education
source	CONNECTED 2010 – 2ND INTERNATIONAL CONFERENCE ON DESIGN EDUCATION 28 JUNE - 1 JULY 2010, UNIVERSITY OF NEW SOUTH WALES, SYDNEY, AUSTRALIA
summary	While the studio is widely accepted as the learning environment where architecture students most effectively learn how to design (Mahgoub, 2007:195), there are surprisingly few studies that attempt to identify in a qualitative way the interrelated factors that contribute to and support design studio learning (Bose, 2007:131). Such a situation seems problematic given the changes and challenges facing education including design education. Overall, there is growing support for re-examining (perhaps redefining) the design studio particularly in response to the impact of new technologies but as this paper argues this should not occur independently of the other elements and qualities comprising the design studio. In this respect, this paper describes a framework developed for a doctoral project concerned with capturing and more holistically understanding the complexity and potential of the design studio to operate within an increasingly and largely unpredictable global context. Integral to this is a comparative analysis of selected cases underpinned by grounded theory methodology of the traditional design studio and the virtual design studio informed by emerging pedagogical theory and the experiences of those most intimately involved – students and lecturers. In addition to providing a conceptual model for future research, the framework is of value to educators currently interested in developing as well as evaluating learning environments for design.
keywords	design studio, learning environment, online education
series	other
type	normal paper
email
more	http://eprints.qut.edu.au/32147/1/c32147.pdf
last changed	2010/11/16 08:26

_id	acadia10_348
id	acadia10_348
authors	Schmiedhofer, Heinz
year	2010
title	Interactive Geometric Design of Architectural Freeform Hulls with Embedded Fabrication Information
doi	https://doi.org/10.52842/conf.acadia.2010.348
source	ACADIA 10: LIFE in:formation, On Responsive Information and Variations in Architecture [Proceedings of the 30th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-1-4507-3471-4] New York 21-24 October, 2010), pp. 348-356
summary	As a possible solution to the quandary of seeing two natural parts of the architectural process—free design and successive rationalization--in the hands of two separate professions when it comes to freeform architecture, this paper proposes the incorporation of respective geometric information into architectural design tools. An exemplary prototypical software is introduced, empowering an architect to interactively design and edit architectural freeform shapes represented as regular quad meshes with planar faces. The sustained planarity of faces is an integral part of the design process, thus considerably decreasing the need for elaborate post processing towards feasibility.
keywords	architectural geometry, architectural freeform design, PQ meshes, planar quads, architectural CAD modeling
series	ACADIA
type	normal paper
email
last changed	2022/06/07 07:57

_id	sigradi2010_312
id	sigradi2010_312
authors	Villate, Camilo; Bravo Germán; Tamayo Brando; Mauricio Caviedes
year	2010
title	La toma de decisiones en cursos del área técnica de arquitectura con herramientas tecnológicas basadas en el conocimiento [Decision - making in architecture technical areas, using knowledge based tools]
source	SIGraDi 2010_Proceedings of the 14th Congress of the Iberoamerican Society of Digital Graphics, pp. Bogotá, Colombia, November 17-19, 2010, pp. 312-315
summary	Specialists and educators have proven the effectiveness of using case studies as a learning support method. In the teaching of architectural techniques some technologically - based tools have been developed that enable students to accumulate technical data from studied cases. Nevertheless, this way of presenting case studies to students has restricted their potential because it promotes design fixation, typification, and functional incoherence. A complementary TIC - based tool for case studies is presented here, which allows the relation of technical data to the dynamic situations that produce them. This new tool is designed to increase students´ analysis and design capacities, and turns accumulative technical data systems into integral technological tools for teaching architectural techniques.
keywords	case studies; design fixation; repository systems; dynamic of situations
series	SIGRADI
email
last changed	2016/03/10 10:02

_id	caadria2010_005
id	caadria2010_005
authors	Anay, Hakan
year	2010
title	Computational aspects of a design process: Mario Botta’s single-family house in Breganzona
doi	https://doi.org/10.52842/conf.caadria.2010.049
source	Proceedings of the 15th International Conference on Computer Aided Architectural Design Research in Asia / Hong Kong 7-10 April 2010, pp. 49-58
summary	The present study aims to foreground and investigate computational aspects of the design process of Mario Botta’s single-family house in Breganzona. Through the selected case, it mainly addresses the research question, “what are the computational aspects of the examined design process and what is the nature of such aspects?” or, otherwise formulated, “what aspects of such a design process could be formalised, and thus, represented or explained in computational terms?” The study primarily involves analysis and investigation of the “material”; the sketches and the drawings produced during the design process and through this material, reinterpretation, and hypothetical reconstruction of the process. The material is taken as the container of design ideas / concepts and operations, and a formal / conceptual analysis is employed to foreground and extract this content.
keywords	Design process; design analysis; design computation; design knowledge
series	CAADRIA
email
last changed	2022/06/07 07:54

_id	caadria2010_034
id	caadria2010_034
authors	Chung, Daniel Hii Jun and Malone-Lee Lai Choo
year	2010
title	Computational fluid dynamics for efficient urban design
doi	https://doi.org/10.52842/conf.caadria.2010.357
source	Proceedings of the 15th International Conference on Computer Aided Architectural Design Research in Asia / Hong Kong 7-10 April 2010, pp. 357-366
summary	Computational fluid dynamics (CFD) is a method of solving and analysing problems that involved fluid flows. In the field of architecture, urban design and urban planning, CFD is useful for the analysis of ventilation and airflow in the built environment, especially in very dense cities. This paper will look into the possibility of making CFD more accessible to the general design and planning field. A simulation is done on a urban design proposal to quickly see how air flow behaves around it. From there, it looks into the future where technology will make CFD simulation more easily adopted and the possibilities of integrating the ventilation analysis with other environmental analysis results into the urban design arena.
keywords	Computational fluid dynamics; sustainability; high density; urban design; airflow
series	CAADRIA
email
last changed	2022/06/07 07:56

_id	caadria2010_015
id	caadria2010_015
authors	Coorey, Ben
year	2010
title	Scalability: parametric strategies from exoskeletons to the city
doi	https://doi.org/10.52842/conf.caadria.2010.155
source	Proceedings of the 15th International Conference on Computer Aided Architectural Design Research in Asia / Hong Kong 7-10 April 2010, pp. 155-163
summary	This research will explore and provide an initial study into the diversity of contemporary computational design methodologies emerging in the field of architecture. It will rely on modern philosophical and mathematical ideas as a resource to integrate a seemingly disparate set of design techniques into a unified framework for architectural design. The explorations in this paper will demonstrate a preliminary study into various methods of operating across this framework through a series of parametric design experiments that span across multiple scales. The result indicates new techniques and skills that are becoming increasingly important for architectural design.
keywords	Parametric; generative; systems; interface; design
series	CAADRIA
email
last changed	2022/06/07 07:56

_id	acadia10_61
id	acadia10_61
authors	Derix, Christian
year	2010
title	Mediating Spatial Phenomena through Computational Heuristics
doi	https://doi.org/10.52842/conf.acadia.2010.061
source	ACADIA 10: LIFE in:formation, On Responsive Information and Variations in Architecture [Proceedings of the 30th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-1-4507-3471-4] New York 21-24 October, 2010), pp. 61-66
series	ACADIA
type	panel paper
email
last changed	2022/06/07 07:55

_id	ascaad2010_117
id	ascaad2010_117
authors	El Gewely, Maha H.
year	2010
title	Algorithm Aided Architectural Design (Aaad)
source	CAAD - Cities - Sustainability [5th International Conference Proceedings of the Arab Society for Computer Aided Architectural Design (ASCAAD 2010 / ISBN 978-1-907349-02-7], Fez (Morocco), 19-21 October 2010, pp. 117-126
summary	Algorithm Aided Architectural Design (AAAD) is considered a second paradigm shift in the Architectural design process after the first one of bridging the conventional design process to the digital realm of design. This paper is divided into two parts, the first part comprehends the Algorithmic Architecture approach of from the point of view of tools, techniques, theories and practice in order to find the Algotecture theories on the map of Digital Architecture. Then, the paper exemplifies an application on Algorithmic Architecture. FALLINGWATER TOOLBOX VERSION 1.0 is a computational design demo tool for architects to aid in the house schematic design phase according to an analytical study of Frank Lloyd Wright's basic design rules and spatial program of his masterpiece; FallingWater House, (Edgar J. Kaufmann family house 1939). These rules have been transferred to algorithms and code thereafter. At a preceding stage, the Graphical User Interface (GUI) was developed using MAXScript 9.0. Using the FALLINGWATER TOOLBOX, infinite number of house prototypes can be generated within few minutes. Although, the FWT is based on a hypothetical design problem of producing prototype alternatives for a new house with the same identity of the Edgar Kaufmann House, the concept of the tool can be applied on a wider range of problems. It may help generating prototype alternative solutions for residential compounds design according to the required constraints.
series	ASCAAD
email
last changed	2011/03/01 07:36

_id	acadia20_464
id	acadia20_464
authors	Elberfeld, Nathaniel; Tessmer, Lavender; Waller, Alexandra
year	2020
title	A Case for Lace
doi	https://doi.org/10.52842/conf.acadia.2020.1.464
source	ACADIA 2020: Distributed Proximities / Volume I: Technical Papers [Proceedings of the 40th Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-95213-0]. Online and Global. 24-30 October 2020. edited by B. Slocum, V. Ago, S. Doyle, A. Marcus, M. Yablonina, and M. del Campo. 464-473.
summary	Textiles and architecture share a long, intertwined history from the earliest enclosures to contemporary high-tech tensile structures. In the Four Elements of Architecture, Gottfried Semper (2010) posited wickerwork and carpet enclosures to be the essential origins of architectural space. More recently, architectural designers are capitalizing on the characteristics of textiles that are difficult or impossible to reproduce with other material systems: textiles are pliable, scalable, and materially efficient. As industrial knitting machines join robotic systems in architecture schools with fabrication- forward agendas, much of the recent developments in textile-based projects make use of knitting. In this paper, we propose an alternative textile technique, lacemaking, for architectural fabrication. We present a method for translating traditional lacemaking techniques to an architectural scale and explore its relative advantages over other textiles. In particular, we introduce bobbin lace and describe its steps both in traditional production and at an architectural scale. We use the unique properties of bobbin lace to form workflows for fabrication and computational analysis. An example of computational analysis demonstrates the ability to optimize lace-based designs towards particular labor objectives. We discuss opportunities for automation and consider the broader implications of understanding a material system relative to the cost of labor to produce designs using it.
series	ACADIA
type	paper
email
last changed	2023/10/22 12:06

_id	ecaade2017_042
id	ecaade2017_042
authors	Hitchings, Katie, Patel, Yusef and McPherson, Peter
year	2017
title	Analogue Automation - The Gateway Pavilion for Headland Sculpture on the Gulf
doi	https://doi.org/10.52842/conf.ecaade.2017.2.347
source	Fioravanti, A, Cursi, S, Elahmar, S, Gargaro, S, Loffreda, G, Novembri, G, Trento, A (eds.), ShoCK! - Sharing Computational Knowledge! - Proceedings of the 35th eCAADe Conference - Volume 2, Sapienza University of Rome, Rome, Italy, 20-22 September 2017, pp. 347-354
summary	The Waiheke Gateway Pavilion, designed by Stevens Lawson Architects originally for the 2010 New Zealand Venice Biennale Pavilion, was brought to fruition for the 2017 Headland Sculpture on the Gulf Sculpture trail by students from Unitec Institute of Technology. The cross disciplinary team comprised of students from architecture and construction disciplines working in conjunction with a team of industry professionals including architects, engineers, construction managers, project managers, and lecturers to bring the designed structure, an irregular spiral shape, to completion. The structure is made up of 261 unique glulam beams, to be digitally cut using computer numerical control (CNC) process. However, due to a malfunction with the institutions in-house CNC machine, an alternative hand-cut workflow approach had to be pursued requiring integration of both digital and analogue construction methods. The digitally encoded data was extracted and transferred into shop drawings and assembly diagrams for the fabrication and construction stages of design. Accessibility to the original 3D modelling software was always needed during the construction stages to provide clarity to the copious amounts of information that was transferred into print paper form. Although this design to fabrication project was challenging, the outcome was received as a triumph amongst the architecture community.
keywords	Digital fabrication; workflow; rapid prototyping; representation; pedagogy
series	eCAADe
email
last changed	2022/06/07 07:50

_id	ijac20108205
id	ijac20108205
authors	Holzer, Dominik
year	2010
title	Optioneering in Collaborative Design Practice
source	International Journal of Architectural Computing vol. 8 - no. 2, 165-182
summary	The discourse about computational support of collaborative architectural design has in recent years mainly focused on the topic of Building Information Modeling (BIM). In this paper, the method of ‘optioneering’ is presented that, in contrast to current BIM capabilities, assists designers and consultants to resolve design problems through integrated analyses across disciplines in the early stages of design. Although the method of ‘optioneering’ has only recently been adapted in building practice, it has been preceded by manifold efforts by researchers in the field of design and computation over the past two decades.At the end of this paper the computational framework ‘DesignLink’ will be discussed.‘DesignLink’ supports ‘optioneering’ in the design stages before BIM becomes effective and it is currently being developed and used to support performance optimisation of building projects in practice.
series	journal
last changed	2019/05/24 09:55

_id	ijac20108204
id	ijac20108204
authors	Jacobus, Frank; Jay McCormack, Josh Hartung
year	2010
title	The Chair Back Experiment: Hierarchical Temporal Memory and the Evolution of Artificial Intelligence in Architecture
source	International Journal of Architectural Computing vol. 8 - no. 2, 151-164
summary	Computational synthesis tools that automatically generate solutions to design problems are not widely used in architectural practice despite many years of research. This deficiency can be attributed, in part, to the difficulty of constructing robust building specific databases. New advances in artificial intelligence such as Hierarchical Temporal Memory (HTM) have the potential to make the construction of these databases more realistic in the near future. Based on an emerging theory of human neurological function, HTMs excel at ambiguous pattern recognition. This paper includes a first experiment using HTMs for learning and recognizing patterns in the form of visual style characteristics in three distinct chair back types. Results from the experiment indicate that HTMs develop a similar storage of quality to humans and are therefore a promising option for capturing multi-modal information in future design automation efforts.
series	journal
last changed	2019/05/24 09:55

_id	sigradi2010_66
id	sigradi2010_66
authors	Martins, Villela Clarisse; Figueredo Cézar Augusto; Ferreira Estrela Muzzi Lamounier Victor;
year	2010
title	Ateliê Computacional [Computational workshop]
source	SIGraDi 2010_Proceedings of the 14th Congress of the Iberoamerican Society of Digital Graphics, pp. Bogotá, Colombia, November 17-19, 2010, pp. 66-68
summary	The anguish of living in a transitional moment often leads us to question the didactic procedures involving computational resources. In every process, every text, every reflection, we measure the impact and results of this or that way of conducting the work of preparing formal graduate students in architecture. This is a constant process of analyzing input/output in the trial of “computational studios”. This work illustrates some of these experiences.
keywords	architecture; computation; studio work; learning processes; forms and representations.
series	SIGRADI
email
last changed	2016/03/10 09:55

_id	acadia10_151
id	acadia10_151
authors	Menges, Achim
year	2010
title	Material Information: Integrating Material Characteristics and Behavior in Computational Design for Performative Wood Construction
doi	https://doi.org/10.52842/conf.acadia.2010.151
source	ACADIA 10: LIFE in:formation, On Responsive Information and Variations in Architecture [Proceedings of the 30th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-1-4507-3471-4] New York 21-24 October, 2010), pp. 151-158
summary	Architecture as a material practice is still predominantly based on design approaches that are characterized by a hierarchical relationship that prioritizes the generation of geometric information for the description of architectural systems and elements over material specific information. Thus, in the early design stage, the material’s innate characteristics and inherent capacities remain largely unconsidered. This is particularly evident in the way wood constructions are designed today. In comparison to most construction materials that are industrially produced and thus relatively homogeneous and isotropic, wood is profoundly different in that it is a naturally grown biological tissue with a highly differentiated material makeup . This paper will present research investigating how the transition from currently predominant modes of representational Computer Aided Design to algorithmic Computational Design allows for a significant change in employing wood’s complex anisotropic behaviour, resulting from its differentiated anatomical structure. In computational design, the relation between procedural formation, driving information, and ensuing form, enables the systematic integration of material information. This materially informed computational design processes will be explained through two research projects and the resultant prototype structures. The first project shows how an information feedback between material properties, system behaviour, the generative computational process, and robotic manufacturing allows for unfolding material-specific gestalt and tapping into the performative potential of wood. The second project focuses on embedding the unique material information and anatomical features of individual wooden elements in a continuous scanning, computational design and digital fabrication process, and thus introduces novel ways of integrating the biological variability and natural irregularities of wood in architectural design.
keywords	Computational Design, Digital Fabrication, Material Properties, Behavioural Modelling
series	ACADIA
type	normal paper
email
last changed	2022/06/07 07:58

_id	acadia20_668
id	acadia20_668
authors	Pasquero, Claudia; Poletto, Marco
year	2020
title	Deep Green
doi	https://doi.org/10.52842/conf.acadia.2020.1.668
source	ACADIA 2020: Distributed Proximities / Volume I: Technical Papers [Proceedings of the 40th Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-95213-0]. Online and Global. 24-30 October 2020. edited by B. Slocum, V. Ago, S. Doyle, A. Marcus, M. Yablonina, and M. del Campo. 668-677.
summary	Ubiquitous computing enables us to decipher the biosphere’s anthropogenic dimension, what we call the Urbansphere (Pasquero and Poletto 2020). This machinic perspective unveils a new postanthropocentric reality, where the impact of artificial systems on the natural biosphere is indeed global, but their agency is no longer entirely human. This paper explores a protocol to design the Urbansphere, or what we may call the urbanization of the nonhuman, titled DeepGreen. With the development of DeepGreen, we are testing the potential to bring the interdependence of digital and biological intelligence to the core of architectural and urban design research. This is achieved by developing a new biocomputational design workflow that enables the pairing of what is algorithmically drawn with what is biologically grown (Pasquero and Poletto 2016). In other words, and more in detail, the paper will illustrate how generative adversarial network (GAN) algorithms (Radford, Metz, and Soumith 2015) can be trained to “behave” like a Physarum polycephalum, a unicellular organism endowed with surprising computational abilities and self-organizing behaviors that have made it popular among scientist and engineers alike (Adamatzky 2010) (Fig. 1). The trained GAN_Physarum is deployed as an urban design technique to test the potential of polycephalum intelligence in solving problems of urban remetabolization and in computing scenarios of urban morphogenesis within a nonhuman conceptual framework.
series	ACADIA
type	paper
email
last changed	2023/10/22 12:06

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