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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Reformat results as: short short into frame detailed detailed into frame

_id	ijac201715402
id	ijac201715402
authors	Alaçam, Sema; Orkan Zeynel Güzelci, Ethem Gürer and Saadet Zeynep Bac?noglu
year	2017
title	Reconnoitring computational potentials of the vault-like forms: Thinking aloud on muqarnas tectonics
source	International Journal of Architectural Computing vol. 15 - no. 4, 285-303
summary	This study sheds light on a holistic understanding of muqarnas with its historical, philosophical and conceptual backgrounds on one hand and formal, structural and algorithmic principles on the other hand. The vault-like Islamic architectural element, muqarnas, is generally considered to be a non-structural decorative element. Various compositional approaches have been proposed to reveal the inner logic of these complex geometric elements. Each of these approaches uses different techniques such as measuring, unit-based decoding or three-dimensional interpretation of two-dimensional patterns. However, the reflections of the inner logic onto different contexts, such as the usage of different initial geometries, materials or performative concerns, were neglected. In this study, we offer a new schema to approach the performative aspects of muqarnas tectonics. This schema contains new sets of elements, properties and relations deriving partly from previous approaches and partly from the technique of folding. Thus, this study first reviews the previous approaches to analyse the geometric and constructional principles of muqarnas. Second, it explains the proposed scheme through a series of algorithmic form-finding experiments. In these experiments, we question whether ‘fold’, as one of the performative techniques of making three-dimensional forms, contributes to the analysis of muqarnas in both a conceptual and computational sense. We argue that encoding vault-like systems via geometric and algorithmic relations based on the logic of the ‘fold’ provides informative and intuitive feedback for form-finding, specifically in the earlier phases of design. While focusing on the performative potential of a specific fold operation, we introduced the concept of bifurcation to describe the generative characteristics of folding technique and the way of subdividing the form with respect to redistribution of the forces. Thus, in this decoding process, the bifurcated fold explains not only to demystify the formal logic of muqarnas but also to generate new forms without losing contextual conditions.
keywords	Muqarnas, vault, layering, folding, force flow, bifurcation
series	journal
email
last changed	2019/08/07 14:03

_id	ecaade2017_280
id	ecaade2017_280
authors	Baldissara, Matteo, Perna, Valerio, Saggio, Antonino and Stancato, Gabriele
year	2017
title	Plug-In Design - Reactivating the Cities with responsive Micro-Architectures. The Reciprocal Experience
doi	https://doi.org/10.52842/conf.ecaade.2017.2.571
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. 571-580
summary	Every city has under utilized spaces that create a series of serious negative effects. Waiting for major interventions, those spaces can be reactivated and revitalized with soft temporary projects: micro interventions that light up the attention, give new meaning and add a new reading to abandoned spaces. We can call this kind of operations "plug-in design", inheriting the term from computer architecture: interventions which aim to involve the citizens and activate the environment, engage multiple catalyst processes and civil actions. Plug-in design interventions are by all meanings experimental, they seek for interaction with the users, locally and globally. Information Technology - with its parametric and site-specific capabilities and interactive features - can be instrumental to create such designs and generate a new consciousness of the existing environment. With this paper we will illustrate how two low-budget interventions have re-activated a forgotten public space. Parametric design with a specific script allowing site-specific design, materials and structure optimization and a series of interactive features, will be presented through Reciprocal 1.0 and Reciprocal 2.0 projects which have been built in 2016 in Italy by the nITro group.
keywords	reciprocal frame; parametric design; responsive technology; plug-in design; interactivity; re-activate
series	eCAADe
email
last changed	2022/06/07 07:54

_id	ecaade2017_149
id	ecaade2017_149
authors	Jahanara, Alireza and Fioravanti, Antonio
year	2017
title	Kinetic Shading System as a means for Optimizing Energy Load - A Parametric Approach to Optimize Daylight Performance for an Office Building in Rome
doi	https://doi.org/10.52842/conf.ecaade.2017.2.231
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. 231-240
summary	Current research, as a part of on-going PhD research, explores the possibilities of dynamic pattern inspired from biomimetic design and presents a structured framework for light to manage strategies. The experiment stresses the improvement of daylight performance through the design and motion of kinetic facades using various integrated software.The impact of kinetic motion of hexagonal pattern was studied by integrating triangle and triangle covering through blooming pyramids on south-facing skin to control the daylight distribution, using a parametric simulation technique. The simulation was carried out for a south oriented façade of an office room in Rome, Italy over three phases. The first optimized results represent the static base case, which were compared to the other two proposed dynamic models in this research. Results demonstrate that dynamic façade achieved a better daylighting performance in comparison to optimized static base case.
keywords	Bio-Inspired Pattern; Parametric Design; Dynamic Façade; Daylighting
series	eCAADe
email
last changed	2022/06/07 07:52

_id	cf2017_043
id	cf2017_043
authors	Jowers, Iestyn; Earl, Chris; Stiny, George
year	2017
title	Shape Computations without Compositions
source	Gülen Çagdas, Mine Özkar, Leman F. Gül and Ethem Gürer (Eds.) Future Trajectories of Computation in Design [17th International Conference, CAAD Futures 2017, Proceedings / ISBN 978-975-561-482-3] Istanbul, Turkey, July 12-14, 2017, p. 43.
summary	Parametric CAD supports design explorations through generative methods which compose and transform geometric elements. This paper argues that elementary shape computations do not always correspond to valid compositional shape structures. In many design cases generative rules correspond to compositional structures, but for relatively simple shapes and rules it is not always possible to assign a corresponding compositional structure of parts which account for all operations of the computation. This problem is brought into strong relief when design processes generate multiple compositions according to purpose, such as product structure, assembly, manufacture, etc. Is it possible to specify shape computations which generate just these compositions of parts or are there additional emergent shapes and features? In parallel, combining two compositions would require the associated combined computations to yield a valid composition. Simple examples are presented which throw light on the issues in integrating different product descriptions (i.e. compositions) within parametric CAD.
keywords	Shape Computation, Composition, Embedding, Parametric CAD
series	CAAD Futures
email
last changed	2017/12/01 14:37

_id	acadia17_360
id	acadia17_360
authors	L'Huillier, Nicole; Machover, Tod
year	2017
title	Spaces That Perform Themselves: Multisensory Kinetic Environment for Sonic-Spatial Composition
doi	https://doi.org/10.52842/conf.acadia.2017.360
source	ACADIA 2017: DISCIPLINES & DISRUPTION [Proceedings of the 37th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-96506-1] Cambridge, MA 2-4 November, 2017), pp. 360- 365
summary	Building on the understanding of music and architecture as creators of spatial experience, this paper presents a novel way of unfolding music’s spatial qualities in the physical world. Spaces That Perform Themselves arose as an innovative response to the current relationship between sound and space, where we build static spaces to contain dynamic sounds. What if we change the static parameter of spaces and start building dynamic spaces to contain dynamic sounds? This project combines architectural theories with musical mastery and computation to create an environment as kinetically undulant and emotionally varied as music itself. To achieve this, a multisensory kinetic room is built in order to augment our sonic perception through a cross-modal spatial choreography that combines sound, spatial movement, light, color and vibration. By breaking down boundaries between disciplines, the possibilities of a new type of architectural typology that morphs responsively with a musical piece can be explored. As a result, spatial and musical composition can exist as one synchronous entity. Spaces That Perform Themselves seeks to contribute a novel perspective to the discourse on leveraging today’s technology to provide a setting to enrich and augment the way we relate with the built environment. This project’s objective is to enhance our perception and challenge models of thinking by presenting a post-humanistic phenomenological encounter of the world.
keywords	design methods; information processing; education; art and technology; hybrid practices; computational / artistic cultures
series	ACADIA
email
last changed	2022/06/07 07:52

_id	sigradi2017_038
id	sigradi2017_038
authors	Lagomarsino, Federico; Fernando García Amen
year	2017
title	Gran Salvo. Faro interactivo para el Palacio Salvo [Gran Salvo. Interactive lighthouse for the Palacio Salvo]
source	SIGraDi 2017 [Proceedings of the 21th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-956-227-439-5] Chile, Concepción 22 - 24 November 2017, pp.262-266
summary	This paper aims to expose a reflection on the impact created by the construction of the new lighthouse on the Palacio Salvo building. It focuses on the design process, fabrication and installation of this new object, focused in the use of light as a tool for communication and its interaction with society by adding different functions operated by apps.
series	SIGRADI
email
last changed	2021/03/28 19:58

_id	acadia17_366
id	acadia17_366
authors	Lin, Yuming; Huang, Weixin
year	2017
title	Behavior Analysis and Individual Labeling Using Data from Wi-Fi IPS
doi	https://doi.org/10.52842/conf.acadia.2017.366
source	ACADIA 2017: DISCIPLINES & DISRUPTION [Proceedings of the 37th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-96506-1] Cambridge, MA 2-4 November, 2017), pp. 366- 373
summary	It is fairly important for architects and urban designers to understand how different people interact with the environment. However, traditional investigation methods for studying environmental behavior are quite limited in their coverage of samples and regions, which are not sufficient to delve into the behavioral differences of people. Only recently, the development of indoor positioning systems (IPS) and data-mining techniques has made it possible to collect full-time, full-coverage data for behavioral difference research and individualized identification. In our research, the Wi-Fi IPS system is chosen among the various IPS systems as the data source due to its extensive applicability and acceptable cost. In this paper, we analyzed a 60-day anonymized dataset from a ski resort, collected by a Wi-Fi IPS system with 110 Wi-Fi access points. Combining this with mobile phone data and questionnaires, we revealed some interesting characteristics of tourists from different origins through spatial-temporal behavioral data, and further conducted individual labeling through supervised learning. Through this case study, temporal-spatial behavioral data from an IPS system exhibited great potential in revealing individual characteristics besides exploring group differences, shedding light on the prospect of architectural space personalization.
keywords	design methods; information processing; data mining; big data
series	ACADIA
email
last changed	2022/06/07 07:59

_id	sigradi2017_006
id	sigradi2017_006
authors	Massara Rocha, Bruno; Leonado Valbão Venancio
year	2017
title	Impressão 3D e processo de projeto paramétrico aplicado ao design emergencial [3D printing and parametric design process applied to emergency design]
source	SIGraDi 2017 [Proceedings of the 21th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-956-227-439-5] Chile, Concepción 22 - 24 November 2017, pp.45-50
summary	After the biggest environmental disaster in Brazil, the issue of emergency design emerged. The emergency design is guided by effective and agile responses to disasters and develops specific project intelligences which deals with the particularities and complexities of emergency situations. In this paper concepts and experimental solutions of emergency design are investigated using parametric design and 3d printing. The project explored light biomimetic structural frames and surfaces and analyses the potential of biodegradable materials such as cellulose acetate in the production of these components to create spatial architectural solutions.
keywords	Emergency Design; Surface Design; Biomimetic; 3D Printing; Parametric Design
series	SIGRADI
email
last changed	2021/03/28 19:58

_id	sigradi2017_044
id	sigradi2017_044
authors	Massara Rocha, Bruno; Leonado Valbão Venancio
year	2017
title	Impressão 3D e processo de projeto paramétrico aplicado ao design emergencial [3D printing and parametric design process applied to emergency design]
source	SIGraDi 2017 [Proceedings of the 21th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-956-227-439-5] Chile, Concepción 22 - 24 November 2017, pp.301-306
summary	After the biggest environmental disaster in Brazil, the issue of emergency design emerged. The emergency design is guided by effective and agile responses to disasters and develops specific project intelligences which deals with the particularities and complexities of emergency situations. In this paper concepts and experimental solutions of emergency design are investigated using parametric design and 3d printing. The project explored light biomimetic structural frames and surfaces and analyses the potential of biodegradable materials such as cellulose acetate in the production of these components to create spatial architectural solutions.
keywords	Emergency Design; Surface Design; Biomimetic; 3D Printing; Parametric Design
series	SIGRADI
email
last changed	2021/03/28 19:58

_id	ecaade2017_194
id	ecaade2017_194
authors	Michielsen, Dieter, Dalle, Tonia, Usai, Mara, Romero, Rosaura and Pak, Burak
year	2017
title	Learning Participatory Urban Research - Towards a Network of Collective Ingenuity (OURB)
doi	https://doi.org/10.52842/conf.ecaade.2017.1.551
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 1, Sapienza University of Rome, Rome, Italy, 20-22 September 2017, pp. 551-560
summary	This research was put together by four Master's students from KU Leuven Faculty of Architecture, who are self-motivated to investigate the possibilities of collective methods for designing within the Urban context. This paper is divided into two parts, the first being a scholarly investigation into learning from the collective mentality shift, and movements; discovering the added values of operating immersion/eversion from the virtual worlds to the physical one and analyzing key factors for engaging the public on online communities. Following, the paper brings to light the challenges the future of urban planning faces during today's digital shift and the solutions possible through the introduction of digital platforms as support to urban planning structures. The second part is the complementation of the first, as the research team showcases the findings by testing out the learned concepts and conducting on-field social experiments. The paper concludes with an analysis of the results, and future directions to the research project.
keywords	collaboration; co-creation; collective ingenuity; digital platforms; social engagement
series	eCAADe
email
last changed	2022/06/07 07:58

_id	ecaade2017_170
id	ecaade2017_170
authors	Modesitt, Adam and Wendell, Augustus
year	2017
title	Interiority & Perception in Cinema - Digitally Reconstructing Space, Light, and Motion
doi	https://doi.org/10.52842/conf.ecaade.2017.2.055
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. 55-64
summary	Cinematic space is ephemeral and fleeting. After capture on film, the physical space of cinema is erased as lights are dimmed, props are dismantled, old sets torn down and new ones erected. For the understanding and research of historic cinematic space this is inherently limiting. Can computational tools aid this research and allow for digital reconstruction of film sets and scenes? This paper initiates a line of study into restitution methods of cinematic space. Assessment of software-based photogrammetry methods to cinematic sequences leads to the development of a bespoke parametric linear perspective reconstruction tool.
keywords	Linear Perspective; Photogrammetry; Perspective Reconstruction; Cinema; Parametric Modeling; CATIA
series	eCAADe
email
last changed	2022/06/07 07:58

_id	ecaade2017_111
id	ecaade2017_111
authors	Odom, Clay
year	2017
title	Articulate Objects - hard processes and soft effects
doi	https://doi.org/10.52842/conf.ecaade.2017.2.097
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. 97-106
summary	If the design of environments and experiences has become a key concern for many contemporary designers and artists, then what is the medium that becomes most prevalent? Light. Although elusive (one might even say 'withdrawn') and transitory, light can be seen as both objective and subjective content that is being explored by contemporary artists, designers, and architects. , In addition, the very ephemeral quality of human experience means that light (although it is a condition which is made visible, objectified and transformed through its interactions with form and surface) is often, and strangely, disassociated from objective criteria. This paper uses two recently completed projects to outline an approach to overcoming tendency to separate the objective and subjective. It describes an approach which is positioned within contemporary theory and explored through processes, methods and outcomes. The work outlined explores how effects are theorized and instrumentalized through design processes not only as subjective or 'soft', effective, atmospheric conditions, but as affective drivers of objective or 'hard' processes.
series	eCAADe
email
last changed	2022/06/07 08:00

_id	sigradi2017_053
id	sigradi2017_053
authors	Pena Martinez, Andressa Carmo; Douglas Lopes de Souza, Denise Mônaco dos Santos, Denise Mônaco dos Santos, Marianna Auxiliadora Dias Martins
year	2017
title	Simulação de desempenho estrutural baseada na prototipagem rápida com impressão 3d [Structural performance simulation based on 3D printing for rapid prototyping]
source	SIGraDi 2017 [Proceedings of the 21th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-956-227-439-5] Chile, Concepción 22 - 24 November 2017, pp.367-373
summary	This paper presents part of the research on simulation of structural performance and aims to study the mechanical behavior of polymers, ABS and PLA in the form of thermoplastic filaments, commonly used in affordable 3D printers. It presents the preliminary results for the evaluation of the mechanical behavior of ABS and PLA in the light of ASTM E2954 and ASTM D790 standards, which establish test methods for axial compression and three-point flexure for plastic and polymer matrix.
keywords	3d printing; structural performance; rapid prototyping; computatuional simulation
series	SIGRADI
email
last changed	2021/03/28 19:59

_id	lasg_whitepapers_2019_291
id	lasg_whitepapers_2019_291
authors	Sabin, Jenny
year	2019
title	Lumen
source	Living Architecture Systems Group White Papers 2019 [ISBN 978-1-988366-18-0] Riverside Architectural Press: Toronto, Canada 2019. pp.291 - 318
summary	This paper documents the computational design methods, digital fabrication strategies, and generative design process for [Lumen], winner of MoMA & MoMA PS1’s 2017 Young Architects Program. The project was installed in the courtyard at MoMA PS1 in Long Island City, New York, during the summer of 2017. Two lightweight 3D digitally knitted fabric canopy structures composed of responsive tubular and cellular components employ recycled textiles, photo-luminescent and solar active yarns that absorb and store UV energy, change color, and emit light. This environment offers spaces of respite, exchange, and engagement as a 150 x 75-foot misting system responds to visitors’ proximity, activating fabric stalactites that produce a refreshing micro-climate. Families of robotically prototyped and woven recycled spool chairs provide seating throughout the courtyard. The canopies are digitally fabricated with over 1,000,000 yards of high tech responsive yarn and are supported by three 40+ foot tensegrity towers and the surrounding matrix of courtyard walls. Material responses to sunlight as well as physical participation are integral parts of our exploratory approach to the 2017 YAP brief. The project is mathematically generated through form-finding simulations informed by the sun, site, materials, program, and the material morphology of knitted cellular components. Resisting a biomimetic approach, [Lumen] employs an analogic design process where complex material behavior and processes are integrated with personal engagement and diverse programs. The comprehensive installation was designed by Jenny Sabin Studio and fabricated by Shima Seiki WHOLEGARMENT, Jacobsson Carruthers, and Dazian with structural engineering by Arup and lighting by Focus Lighting.
keywords	living architecture systems group, organicism, intelligent systems, design methods, engineering and art, new media art, interactive art, dissipative systems, technology, cognition, responsiveness, biomaterials, artificial natures, 4DSOUND, materials, virtual projections,
email
last changed	2019/07/29 14:02

_id	acadia18_444
id	acadia18_444
authors	Sabin, Jenny; Pranger, Dillon; Binkley, Clayton; Strobel, Kristen; Liu, Jingyang (Leo)
year	2018
title	Lumen
doi	https://doi.org/10.52842/conf.acadia.2018.444
source	ACADIA // 2018: Recalibration. On imprecisionand infidelity. [Proceedings of the 38th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-17729-7] Mexico City, Mexico 18-20 October, 2018, pp. 444-455
summary	This paper documents the computational design methods, digital fabrication strategies, and generative design process for Lumen, winner of MoMA & MoMA PS1’s 2017 Young Architects Program. The project was installed in the courtyard at MoMA PS1 in Long Island City, New York, during the summer of 2017. Two lightweight 3D digitally knitted fabric canopy structures composed of responsive tubular and cellular components employ recycled textiles, photo-luminescent and solar active yarns that absorb and store UV energy, change color, and emit light. This environment offers spaces of respite, exchange, and engagement as a 150 x 75-foot misting system responds to visitors’ proximity, activating fabric stalactites that produce a refreshing micro-climate. Families of robotically prototyped and woven recycled spool chairs provide seating throughout the courtyard. The canopies are digitally fabricated with over 1,000,000 yards of high tech responsive yarn and are supported by three 40+ foot tensegrity towers and the surrounding matrix of courtyard walls. Material responses to sunlight as well as physical participation are integral parts of our exploratory approach to the 2017 YAP brief. The project is mathematically generated through form-finding simulations informed by the sun, site, materials, program, and the material morphology of knitted cellular components. Resisting a biomimetic approach, Lumen employs an analogic design process where complex material behavior and processes are integrated with personal engagement and diverse programs. The comprehensive installation was designed by Jenny Sabin Studio and fabricated by Shima Seiki WHOLEGARMENT, Jacobsson Carruthers, and Dazian with structural engineering by Arup and lighting by Focus Lighting.
keywords	full paper, materials & adaptive systems, digital fabrication, flexible structures, performance + simulation
series	ACADIA
type	paper
email
last changed	2022/06/07 07:56

_id	ecaade2020_165
id	ecaade2020_165
authors	Salland, Ida Neel, Pajuste, Mihkel and Hansen, Ellen Kathrine
year	2020
title	Sunlight Qualities in Dwellings - A new computational analysis tool
doi	https://doi.org/10.52842/conf.ecaade.2020.1.333
source	Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 1, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 333-342
summary	"Architectural harmony with natural systems - including natural light - is essential to the wellbeing of building occupants" (Shrum, 2017). A preliminary study of existing daylight recommendations in standards and sustainability certificates, applied in Denmark, revealed a neglectance of the importance of receiving direct sunlight in dwellings. The qualities of sunlight were defined through a modest qualitative analysis, resulting in five parameters: Sunlight Hours, Winter Sun, Morning Sun, Golden Hours and Magic Moments. These were defined as specific time periods supported by research on the visual and non-visual effects on well-being. The parameters were subsequently translated into a parametric analysis tool, using design application Rhinoceros 3D and elaborating on a new usage of the design software Ladybug Tools. This analysis tool is predicted to be of high use to identify problematic apartments in the architectural design phase, to compare different design proposals and to meet the individual needs of new occupants.
keywords	Nordic daylighting; sunlight in dwellings; sunlight qualities; parametric design; daylight design
series	eCAADe
email
last changed	2022/06/07 08:00

_id	ecaade2017_243
id	ecaade2017_243
authors	Schwartz, Mathew and Zarzycki, Andrzej
year	2017
title	The Effect of Building Materials on LIDAR Measurements
doi	https://doi.org/10.52842/conf.ecaade.2017.2.269
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. 269-276
summary	This paper uses a Light Detection and Ranging (LIDAR) device with multiple building materials to provide guidance for developing an autonomous robotics-friendly environment. The results demonstrate various materials that not only provide missing data, such as for clear glass, but also can provide inaccurate data, a dangerous situation in the context of indoor autonomous mobility. Finally, the paper proposes ideas for how designers can compromise between the materials they would like to use while facilitating the necessary information for an autonomous vehicle.
keywords	Smart City; Autonomous Navigation; Indoor Navigation; Personal Mobility
series	eCAADe
email
last changed	2022/06/07 07:57

_id	ecaade2017_202
id	ecaade2017_202
authors	Sollazzo, Aldo, Trento, Armando and Baseta, Efilena
year	2017
title	Machinic Agency - Implementing aerial robotics and machine learning to map public space
doi	https://doi.org/10.52842/conf.ecaade.2017.2.611
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. 611-618
summary	The research presented in this paper is focused on proposing a new digital workflow, involving unmanned aerial vehicles (UAV) and machines learning systems, in order to detect and map citizen's behaviors in the context of public spaces.Novel machinic abilities can be implemented in the understanding of the human context, decoding, through computer visions and machine learning, complex systems into intelligible outputs (Olson, 2008), mapping the relationships of our reality. In this framework, robotic and computational strategies can be implemented in order to offer a new description of public spaces, bringing to light the hidden forces and multiple layers constituting the urban habitat. The presented study focuses on the development of a methodology turning video frames collected from cameras installed on drones into large datasets used to train convolutional networks and enable machines learning systems to detect and map pedestrians in public spaces.
keywords	mapping; drones; machine learning; computer vision; city
series	eCAADe
email
last changed	2022/06/07 07:56

_id	cf2017_461
id	cf2017_461
authors	Stals, Adeline; Catherine, Elsen; Jancart, Sylvie
year	2017
title	Practical Trajectories of Parametric Tools in Small and Medium Architectural Firms
source	Gülen Çagdas, Mine Özkar, Leman F. Gül and Ethem Gürer (Eds.) Future Trajectories of Computation in Design [17th International Conference, CAAD Futures 2017, Proceedings / ISBN 978-975-561-482-3] Istanbul, Turkey, July 12-14, 2017, pp. 461-473.
summary	Initially used as an extension of hand-drawing tools, digital design tools and moreover parametric ones are nowadays deeply modifying the architectural design process. Big offices with star-architects were able to adopt these tools but most architects working in a small office are still trying to cope with these parametric design tools. Several questions arise in this regard: what digital tools do architects usually use? Do they express interest for new technologies and software such as parametric ones? What is their understanding of the term “parametric architecture”? Why is this kind of tools still not largely adopted? Going through the results of an online survey, this paper first discusses the meaning of parametric design for architects. The contribution then analyzes the Belgian case regrouping mostly small and medium offices. It reflects particularly on the way architects do or do not implement these new digital tools in their workflows, and it sheds light on the fact that parametric tools also have the potential to free the creativity of SME’s.
keywords	Complexity of Digital Tools, Parametric Tools, Small Architectural Firms
series	CAAD Futures
email
last changed	2017/12/01 14:38

_id	acadia19_392
id	acadia19_392
authors	Steinfeld, Kyle
year	2019
title	GAN Loci
doi	https://doi.org/10.52842/conf.acadia.2019.392
source	ACADIA 19:UBIQUITY AND AUTONOMY [Proceedings of the 39th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-59179-7] (The University of Texas at Austin School of Architecture, Austin, Texas 21-26 October, 2019) pp. 392-403
summary	This project applies techniques in machine learning, specifically generative adversarial networks (or GANs), to produce synthetic images intended to capture the predominant visual properties of urban places. We propose that imaging cities in this manner represents the first computational approach to documenting the Genius Loci of a city (Norberg-Schulz, 1980), which is understood to include those forms, textures, colors, and qualities of light that exemplify a particular urban location and that set it apart from similar places. Presented here are methods for the collection of urban image data, for the necessary processing and formatting of this data, and for the training of two known computational statistical models (StyleGAN (Karras et al., 2018) and Pix2Pix (Isola et al., 2016)) that identify visual patterns distinct to a given site and that reproduce these patterns to generate new images. These methods have been applied to image nine distinct urban contexts across six cities in the US and Europe, the results of which are presented here. While the product of this work is not a tool for the design of cities or building forms, but rather a method for the synthetic imaging of existing places, we nevertheless seek to situate the work in terms of computer-assisted design (CAD). In this regard, the project is demonstrative of a new approach to CAD tools. In contrast with existing tools that seek to capture the explicit intention of their user (Aish, Glynn, Sheil 2017), in applying computational statistical methods to the production of images that speak to the implicit qualities that constitute a place, this project demonstrates the unique advantages offered by such methods in capturing and expressing the tacit.
series	ACADIA
type	normal paper
email
last changed	2022/06/07 07:56

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