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	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

_id	acadia15_497
id	acadia15_497
authors	Sandoval Olascoaga, Carlos; Victor-Faichney, John
year	2015
title	Flows, Bits, Relationships: Construction of Deep Spatial Understanding
doi	https://doi.org/10.52842/conf.acadia.2015.497
source	ACADIA 2105: Computational Ecologies: Design in the Anthropocene [Proceedings of the 35th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-53726-8] Cincinnati 19-25 October, 2015), pp. 497-512
summary	The number of variables acting upon urban landscapes is numerous and interconnected, closely resembling complex systems in constant dynamic transformation. Current analytical methods and descriptions of the city are domain specific, limited in scope, and discretize the city into quantifiable individual representations, resulting in an equally limited urban policy and design. If we are to produce urban systems capable of contributing to the robustness and resiliency of cities, we ought to understand and represent the comprehensive network of actors that construct contemporary urban landscapes. On one hand, the natural sciences approach the analysis of complex systems by primarily focusing on the development of models capable of describing their stochastic formation, remaining agnostic to the contextual properties of their individual components and oftentimes discretizing the otherwise continuous relationships among parts. signers work in groups. They need to share information either synchronously or asynchronously as they work with parametric modeling software, as with all computer-aided design tools. Receiving information from collaborators while working may intrude on their work and thought processes. Little research exists on how the reception of design updates influences designers in their work. Nor do we know much about designer preferences for collaboration. In this paper, we examine how sharing and receiving design updates affects designers’ performances and preferences. We present a system prototype to share changes on demand or in continuous mode while performing design tasks. A pilot study measuring the preferences of nine pairs of designers for different combinations of control modes and design tasks shows statistically significant differences between the task types and control modes. The types of tasks affect the preferences of users to the types of control modes. In an apparent contradiction, user preference of control modes contradicts task performance time.
keywords	Networks, graphs, web-mapping, GIS, urban mapping, spatial analysis, urban databases, visual representation, spatial cognition
series	ACADIA
type	normal paper
email
last changed	2022/06/07 07:56

_id	sigradi2015_3.300
id	sigradi2015_3.300
authors	Batistello, Paula; Balzan, Katiane Laura; Piaia, Luana Peroza; Miotto, Juliano
year	2015
title	Rapid prototyping and digital fabrication in vertical atelier: from process to materialization
source	SIGRADI 2015 [Proceedings of the 19th Conference of the Iberoamerican Society of Digital Graphics - vol. 1 - ISBN: 978-85-8039-135-0] Florianópolis, SC, Brasil 23-27 November 2015, pp. 137-142.
summary	The evolution of techniques and digital tools has aided and complemented actions in the design process, generating alternatives and reducing costs in short times. This paper reports experience that integrated the rapid prototyping in vertical atelier, in one of Pronto 3D network institution member. The results shows that use of rapid prototyping technology contributes to design improvement process applied to teaching of architecture and urbanism, mainly in relation of identification in failures and conflicts of proposals, which eventually pass unnoticed by students in different phases of the course.
keywords	Rapid Prototyping, Architectural Design Process, Vertical Atelier
series	SIGRADI
email
last changed	2016/03/10 09:47

_id	ecaade2015_247
id	ecaade2015_247
authors	Garcia, Manuel Jimenez and Retsin, Gilles
year	2015
title	Design Methods for Large Scale Printing
doi	https://doi.org/10.52842/conf.ecaade.2015.2.331
source	Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 2, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 331-339
summary	With an exponential increase in the possibilities of computation and computer-controlled fabrication, high density information is becoming a reality in digital design and architecture. However, construction methods and industrial fabrication processes have not yet been reshaped to accommodate the recent changes in those disciplines. Although it is possible to build up complex simulations with millions of particles, the simulation is often disconnected from the actual fabrication process. Our research proposes a bridge between both stages, where one drives the other, producing a smooth transition from design to production. A particle in the digital domain becomes a drop of material in the construction method.The architect's medium of expression has become much more than a representational tool in the last century, and more recently it has evolved even beyond a series of rules to drive from design to production. The design system is the instruction itself; embedding structure, material and tectonics and gets delivered to the very end of the construction chain, where it gets materialised. The research showcased in this paper investigates tectonic systems associated with large scale 3D printing and additive manufacturing methods, inheriting both material properties and fabrication constraints at all stages from design to production. Computational models and custom design software packages are designed and developed as strategies to organise material in space in response to specific structural and logistical input.Although the research has developed a wide spectrum of 3D printing methods, this paper focuses only on two of the most recent projects, where different material and computational logics were investigated. The first, titled Filamentrics, intends to develop free-form space frames, overcoming their homogeneity by introducing robotic plastic extrusion. Through the use of custom made extruders a vast range of high resolution prototypes were developed, evolving the design process towards the fabrication of precise structures that can be materialised using additive manufacturing but without the use of a layered 3D printing method. Instead, material limitations were studied and embedded in custom algorithms that allow depositing material in the air for internal connectivity. The final result is a 3x2x2.5m structure that demonstrates the viability of this construction method for being implemented in more industrial scenarios.While Filamentrics is reshaping the way we could design and build light weight structures, the second project Microstrata aims to establish new construction methods for compression based materials. A layering 3D printing method combines both the deposition of the binder and the distribution of an interconnected network of capillaries. These capillaries are organised following structural principles, configuring a series of channels which are left empty within the mass. In a second stage aluminium is cast in this hollow space to build a continuous tension reinforcement.
wos	WOS:000372316000039
series	eCAADe
type	normal paper
email
more	https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=07a6d8e0-6fe7-11e5-9994-cb14cd908012
last changed	2022/06/07 07:51

_id	ecaade2015_169
id	ecaade2015_169
authors	Nakama, Yuki; Onishi, Yasunobu and Iki, Kazuhisa
year	2015
title	Development of Building Information Management System with Data Collecting Functions based on IoT Technology
doi	https://doi.org/10.52842/conf.ecaade.2015.1.647
source	Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 1, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 647-655
summary	Facility management is aimed at energy saving, increasing the lifespan of buildings, enhancing the satisfaction of facility users and reducing running costs. To that end, it is important to grasp the conditions of the building in detail, and to analyze them one by one in order to execute building operation and maintenance strategically. However, conventional CAFM is insufficient. Therefore, we developed a system (called Building Information Management System) to utilize BIM data made on a Web site. We used groupware to support the system and an information platform that enables continuous management of a great variety of maintenance information. In addition, we developed a system to input information of building operation and maintenance using a mobile device on the site of checking and patrolling so as to reduce the burden of inputting information. A sensor network is used to acquire building operation and maintenance information to enhance building operation and maintenance. We also developed a system to automatically input sensing information into the building information for Building Information Management System, and to connect it with a 3D model. It has therefore become easier to collect the large amount of information necessary for strategic building operation and maintenance.
wos	WOS:000372317300070
series	eCAADe
email
more	https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=0d63b958-7021-11e5-a1ec-00190f04dc4c
last changed	2022/06/07 07:59

_id	acadia23_v3_71
id	acadia23_v3_71
authors	Vassigh, Shahin; Bogosian, Biayna
year	2023
title	Envisioning an Open Knowledge Network (OKN) for AEC Roboticists
source	ACADIA 2023: Habits of the Anthropocene: Scarcity and Abundance in a Post-Material Economy [Volume 3: Proceedings of the 43rd Annual Conference for the Association for Computer Aided Design in Architecture (ACADIA) ISBN 979-8-9891764-1-0]. Denver. 26-28 October 2023. edited by A. Crawford, N. Diniz, R. Beckett, J. Vanucchi, M. Swackhamer 24-32.
summary	The construction industry faces numerous challenges related to productivity, sustainability, and meeting global demands (Hatoum and Nassereddine 2020; Carra et al. 2018; Barbosa, Woetzel, and Mischke 2017; Bock 2015; Linner 2013). In response, the automation of design and construction has emerged as a promising solution. In the past three decades, researchers and innovators in the Architecture, Engineering, and Construction (AEC) fields have made significant strides in automating various aspects of building construction, utilizing computational design and robotic fabrication processes (Dubor et al. 2019). However, synthesizing innovation in automation encounters several obstacles. First, there is a lack of an established venue for information sharing, making it difficult to build upon the knowledge of peers. First, the absence of a well-established platform for information sharing hinders the ability to effectively capitalize on the knowledge of peers. Consequently, much of the research remains isolated, impeding the rapid dissemination of knowledge within the field (Mahbub 2015). Second, the absence of a standardized and unified process for automating design and construction leads to the individual development of standards, workflows, and terminologies. This lack of standardization presents a significant obstacle to research and learning within the field. Lastly, insufficient training materials hinder the acquisition of skills necessary to effectively utilize automation. Traditional in-person robotics training is resource-intensive, expensive, and designed for specific platforms (Peterson et al. 2021; Thomas 2013).
series	ACADIA
type	field note
email
last changed	2024/04/17 13:59

_id	cf2015_347
id	cf2015_347
authors	Krakhofer, Stefan
year	2015
title	Closing the Loop: From Analysis to Transformation within BIM
source	The next city - New technologies and the future of the built environment [16th International Conference CAAD Futures 2015. Sao Paulo, July 8-10, 2015. Electronic Proceedings/ ISBN 978-85-85783-53-2] Sao Paulo, Brazil, July 8-10, 2015, pp. 347-357.
summary	The shift from traditional CAD to BIM has created a significant potential to embed optimization processes in many stages of the design. The presented research is situated in the early design stage of inception and concept, focusing on analysis-driven-form-finding during the integrated design approach within a BIM environment. A custom analysis framework, has been developed and linked to a visual programming environment that allows the exchange of data with the parametric components of a BIM environment. The developed workflow and sequential split of functionalities enables a shared design environment for multiple experts and the design-team. The environment is intended to close the loop from analysis to parametric modeling in order to generate and evaluate building designs against performance criteria, with the aim to expedite the design decision process. The prototype has been presented to participants of the Deep-Space Cluster at SmartGeometry 2014.
keywords	Algorithmic Design, Parametric Design, Parametric Analysis, Building Information Modeling, Design Automation.
series	CAAD Futures
email
last changed	2015/06/29 07:55

_id	caadria2020_395
id	caadria2020_395
authors	Loo, Stella Yi Ning, Jayashankar, Dhileep Kumar, Gupta, Sachin and Tracy, Kenneth
year	2020
title	Hygro-Compliant: Responsive Architecture with Passively Actuated Compliant Mechanisms
doi	https://doi.org/10.52842/conf.caadria.2020.1.223
source	D. Holzer, W. Nakapan, A. Globa, I. Koh (eds.), RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th CAADRIA Conference - Volume 1, Chulalongkorn University, Bangkok, Thailand, 5-6 August 2020, pp. 223-232
summary	Research investigating water-driven passive actuation demonstrates the potential to transform how buildings interact with their environment while avoiding the complications of conventionally powered actuation. Previous experiments evidence the possibilities of bi-layer materials (Reichert, Menges, and Correa 2015; Correa et al. 2015) and mechanical assemblies with discretely connected actuating members (Gupta et al. 2019). By leveraging changes in weather to power actuated building components these projects explore the use of smart biomaterials and responsive building systems. Though promising the implementation of these technologies requires deep engagement into material synthesis and fabrication. This paper presents the design and prototyping of a rain responsive faÃ§ade system using chitosan hygroscopic films as actuators counterbalanced by programmed compliant mechanisms. Building on previous work into chitosan film assemblies this research focuses on the development of compliant mechanisms as a means of controlling movement without over-complicated rotating parts.
keywords	Passive Actuation; Responsive Architecture; Bio-polymers; 4D Structures; Compliant Mechanism
series	CAADRIA
email
last changed	2022/06/07 07:52

_id	sigradi2015_10.177
id	sigradi2015_10.177
authors	Angelo, Alex Garcia Smith; Manna, Ilaria La; Hernandez, Oscar; Valdiviezo, Marlon; Lastras, Alejandra Díaz de León; Salazar, Oscar Ivan Campo; Montezuma, Vanessa; Zubieta, Marco
year	2015
title	Fab Lab and Multiculturalism in Latin America: The Fab Lat Kids case and the project “Emosilla”
source	SIGRADI 2015 [Proceedings of the 19th Conference of the Iberoamerican Society of Digital Graphics - vol. 2 - ISBN: 978-85-8039-133-6] Florianópolis, SC, Brasil 23-27 November 2015, pp. 551-557.
summary	This paper expresses a lecture of the experience of an investigation carried by a group of Latin American Fab Labs dedicated to the promotion of the use of modeling, digital fabrication, and network communication as tools of educational and social development of children in latin culture. This study is based on online workshop typologies with a methodological perspective that included local technological adaptations, data gathering, and exchange of knowledge on the fab lab network.
keywords	Design, Digital Manufacturing, Society, Technology Learning, Collaborative Network
series	SIGRADI
email
last changed	2016/03/10 09:47

_id	ecaade2015_116
id	ecaade2015_116
authors	Bieg, Kory
year	2015
title	SUPRAFICIAL: Building (an) Information Network
doi	https://doi.org/10.52842/conf.ecaade.2015.1.277
source	Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 1, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 277-284
summary	This paper explores the potential of using multiple software programs to generate an adaptable, cross-platform Building Information Network to unlock new territories of form-making and design. By using multiple software packages to overcome the limitations imposed by current BIM (Building Information Model) programs and mono-scalar design approaches, we can design a buildings form, envelope, and materiality through an adaptable, parametric design process that uses the best features of each software program, allows non-computational input to inform form, and takes advantage of a designer's unique self-expression.
wos	WOS:000372317300030
series	eCAADe
email
more	https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=40efae5a-702e-11e5-83aa-771f3575946f
last changed	2022/06/07 07:52

_id	ijac201715302
id	ijac201715302
authors	Borges de Vasconselo, Tássias and David Sperling
year	2017
title	From representational to parametric and algorithmic interactions: A panorama of Digital Architectural Design teaching in Latin America
source	International Journal of Architectural Computing vol. 15 - no. 3, 215-229
summary	This study focuses on the context of graphic representation technologies and digital design on Architectural teaching in Latin America. From categories proposed by Oxman and Kotnik and through a mapping study framed by a systematic review in CumInCAD database, it is presented a panorama of the state-of-art of the digital design on Architectural teaching in the region, between 2006 and 2015. The results suggest a context of coexistence of representational interaction and parametric interaction, as well as a transition from one to another and the emergence of the first experiments in algorithmic interaction. As this mapping shows an ongoing movement toward Digital Architectural Design in Latin America in the last decade, and points out its dynamics in space in time, it could contribute to strengthen a crowdthinking network on this issue in the region and with other continents.
keywords	Computer-aided architectural design, Digital Architectural Design teaching, interaction with digital media, levels of design computability, Latin America, mapping study
series	journal
email
last changed	2019/08/07 14:03

_id	sigradi2020_392
id	sigradi2020_392
authors	Fialho, Beatriz Campos; Codinhoto, Ricardo; Fabricio, Márcio Minto
year	2020
title	BIM and IoT for the AEC Industry: A systematic literature mapping
source	SIGraDi 2020 [Proceedings of the 24th Conference of the Iberoamerican Society of Digital Graphics - ISSN: 2318-6968] Online Conference 18 - 20 November 2020, pp. 392-399
summary	The AEC industry has been facing a digital transformation for improving services involved in buildings lifecycle, fostered by two disruptive technologies: Building Information Modelling (BIM) and Internet of Things (IoT). However, the literature lacks discussions regarding applications and challenges of BIM and IoT systems in the AEC. This Systematic Literature Mapping addresses this gap through search, analysis, and classification of 75 journal article abstracts published between 2015 and 2019. An increase of articles over the period is observed, predominantly with technical and processual solutions for Construction and Operation and Maintenance. The interoperability of data is a key challenge to organizations.
keywords	Building Information Modelling, Internet of Things, Integration, Network, Smart Cities
series	SIGraDi
email
last changed	2021/07/16 11:49

_id	ecaade2015_144
id	ecaade2015_144
authors	Kim, Sun-Joong; Choi, Yuri and Lee, Ji-Hyun
year	2015
title	Architectural Bioinspired Design: Functional Assessment of Design Terminologies to Support a Biological System Search - Functional Assessment of Design Terminologies to Support a Biological System Search
doi	https://doi.org/10.52842/conf.ecaade.2015.2.467
source	Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 2, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 467-476
summary	In this study, the semantic relationship of lexicons from the architectural design domain and function words frequently used in the bioinspired design domain were quantitatively extracted. Even though bioinspired design for the architecture domain has a lot of possibility of use, it is not comparably accessible because the design supportive systems were focused on engineering design domain. Therefore, the semantic relatedness between function words from the engineering domain and lexicons from the architectural domain were quantified in order to develop a lexicon based biological system search tool. The lexicons were extracted from the texts of the International Building Code and natural language processing techniques supported the task. And the semantic relatedness between the lexicons and function words were quantified by the semantic network analysis using the WordNet system.
wos	WOS:000372316000053
series	eCAADe
email
last changed	2022/06/07 07:52

_id	sigradi2015_sp_10.311
id	sigradi2015_sp_10.311
authors	Pires, Janice de Freitas; Pereira, Alice Cybis
year	2015
title	Accessibility to Educational Materials TEAR_AD Network through the delimitation of a Domain Taxonomy
source	SIGRADI 2015 [Proceedings of the 19th Conference of the Iberoamerican Society of Digital Graphics - vol. 2 - ISBN: 978-85-8039-133-6] Florianópolis, SC, Brasil 23-27 November 2015, pp. 823-826.
summary	This paper describes a process of identifying a taxonomy for describing learning materials made available in the context of a Virtual Learning Environment for Architecture and Design and produced by partner groups coming from different institutions. Paying attention to the specificity of the knowledge structure conveyed in such materials, exemplified in the case study of the digital graphic representation material, the importance of seeking by different terminologies combining concepts, techniques and technologies involved in different approaches to the same subject was observed, by allowing to characterize the structure of the teaching material and, through relationships among its terms, identify the connection between other learning objects for architectural design.
keywords	Learning Objects, Architecture and Design, Taxonomy, Design Education, Digital Technologies
series	SIGRADI
email
last changed	2016/03/10 09:57

_id	sigradi2015_11.8
id	sigradi2015_11.8
authors	Wallace, Mint Penpisuth; Schnabel, Marc Aurel
year	2015
title	Biomorphic Transportation Frameworks for Cities of the Future. Exploring new design framework for transportations
source	SIGRADI 2015 [Proceedings of the 19th Conference of the Iberoamerican Society of Digital Graphics - vol. 2 - ISBN: 978-85-8039-133-6] Florianópolis, SC, Brasil 23-27 November 2015, pp. 626-630.
summary	Development in the study of city expansion, through biomorphic generation, could potentially assist in the design of a transportation system that will accommodate expansion whilst contributing to an ecologically balanced growth. This paper focuses on a section of a design framework which looks at how generative systems can be implemented in an architectural design of a transportation network that will respond to the site’s projected future growth. This paper suggests that by integrating biomorphic generative systems into the design process we can generate designs that respond to the surrounding context and urban growth.
keywords	Biomorphic Algorithm, Generative Design, Processing, Urban Growth
series	SIGRADI
email
last changed	2016/03/10 10:02

_id	ecaade2015_59
id	ecaade2015_59
authors	Österlund, Toni and Pihlajaniemi, Henrika
year	2015
title	VirtuAUL - A Design Framework for Adaptive Lighting
doi	https://doi.org/10.52842/conf.ecaade.2015.1.201
source	Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 1, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 201-210
summary	The rapid development of lighting technology and the integration of information technology into our everyday environments, have opened up new possibilities for the creative and sustainable design of adaptive lighting. For the design, control and real-world implementation of adaptive lighting, we present a novel design framework called VirtuAUL. The framework consists of computational methods and tools that allow for the lighting designer to design adaptive lighting processes, that generate lighting patterns based on sensor stimuli, without the need for programming. The control and design methodology is based on the deployment of network-based agents: designer controls and guides flows of agents in a virtually defined network, where lights and sensors act as the network nodes. The VirtuAUL designer software allows for the designer to graphically define the adaptive processes that generate the lighting patterns by modifying the network nodes, topology, link directionalities, agent parameters and other design elements.
wos	WOS:000372317300021
series	eCAADe
email
more	https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=862a93b4-702d-11e5-a471-537a93f22d37
last changed	2022/06/07 07:57

_id	caadria2015_213
id	caadria2015_213
authors	Kornkasem, Sorachai and John B. Black
year	2015
title	CAAD, Cognition & Spatial Thinking Training
doi	https://doi.org/10.52842/conf.caadria.2015.561
source	Emerging Experience in Past, Present and Future of Digital Architecture, Proceedings of the 20th International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA 2015) / Daegu 20-22 May 2015, pp. 561-570
summary	The current study explored different spatial training methods and investigated the sequence of processed-based mental simulation that was facilitated by various structures of external spatial representations, including 3D technology in Computer Aided-Architectural Design (CAAD), spatial cues, and/or technical languages. The goal was to better understand how these components fostered planning experiences and affected spatial ability acquisition framed as the formation of spatial mental models, for further developing spatial training environments fundamental to Science, Technology, Engineering, and Mathematics (STEM) education, specifically for architecture education and cognition. Two experiments were conducted using a between-subjects design to examine the effects of spatial training methods on spatial ability performance. Across both studies learners improved in their spatial skills, specifically the learners in the 3D-augmented virtual environments over the 3D-direct physical manipulation conditions. This study is built upon the work in the fields of computer-user interface, visuospatial thinking and human learning.
keywords	Spatial thinking training; cognitive processes; CAAD.
series	CAADRIA
email
last changed	2022/06/07 07:51

_id	acadia20_238
id	acadia20_238
authors	Zhang, Hang
year	2020
title	Text-to-Form
doi	https://doi.org/10.52842/conf.acadia.2020.1.238
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. 238-247.
summary	Traditionally, architects express their thoughts on the design of 3D architectural forms via perspective renderings and standardized 2D drawings. However, as architectural design is always multidimensional and intricate, it is difficult to make others understand the design intention, concrete form, and even spatial layout through simple language descriptions. Benefiting from the fast development of machine learning, especially natural language processing and convolutional neural networks, this paper proposes a Linguistics-based Architectural Form Generative Model (LAFGM) that could be trained to make 3D architectural form predictions based simply on language input. Several related works exist that focus on learning text-to-image generation, while others have taken a further step by generating simple shapes from the descriptions. However, the text parsing and output of these works still remain either at the 2D stage or confined to a single geometry. On the basis of these works, this paper used both Stanford Scene Graph Parser (Sebastian et al. 2015) and graph convolutional networks (Kipf and Welling 2016) to compile the analytic semantic structure for the input texts, then generated the 3D architectural form expressed by the language descriptions, which is also aided by several optimization algorithms. To a certain extent, the training results approached the 3D form intended in the textual description, not only indicating the tremendous potential of LAFGM from linguistic input to 3D architectural form, but also innovating design expression and communication regarding 3D spatial information.
series	ACADIA
type	paper
email
last changed	2023/10/22 12:06

_id	ecaade2015_235
id	ecaade2015_235
authors	Ahmar, Salma El and Fioravanti, Antonio
year	2015
title	Biomimetic-Computational Design for Double Facades in Hot Climates - A Porous Folded Façade for Office Buildings
doi	https://doi.org/10.52842/conf.ecaade.2015.2.687
source	Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 2, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 687-696
summary	Biomimetic design is an approach that is gaining momentum among architects and designers. Computational design and performance simulation software represent powerful tools that help in applying biomimetic ideas in architectural design and in understanding how such proposals would behave. This paper addresses the challenge of reducing cooling loads while trying to maintain daylight needs of office buildings in hot climatic regions. Specifically, it focuses on double skin facades whose application in hot climates is somewhat controversial. Ideas from nature serve as inspiration in designing a porous, folded double façade for an existing building, aiming at increasing heat lost by convection in the façade cavity as well as reducing heat gained by radiation. The cooling loads and daylight autonomy of an office room are compared before and after the proposed design to evaluate its performance.
wos	WOS:000372316000076
series	eCAADe
email
more	https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=f87306fc-6e90-11e5-845a-00190f04dc4c
last changed	2022/06/07 07:54

_id	acadia16_362
id	acadia16_362
authors	Beesley, Philip; Ilgun, Zeliha, Asya; Bouron, Giselle; Kadish, David; Prosser, Jordan; Gorbet, Rob; Kulic, Dana; Nicholas, Paul; Zwierzycki, Mateusz
year	2016
title	Hybrid Sentient Canopy: An implementation and visualization of proprioreceptive curiosity-based machine learning
doi	https://doi.org/10.52842/conf.acadia.2016.362
source	ACADIA // 2016: POSTHUMAN FRONTIERS: Data, Designers, and Cognitive Machines [Proceedings of the 36th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-77095-5] Ann Arbor 27-29 October, 2016, pp. 362-371
summary	This paper describes the development of a sentient canopy that interacts with human visitors by using its own internal motivation. Modular curiosity-based machine learning behaviour is supported by a highly distributed system of microprocessor hardware integrated within interlinked cellular arrays of sound, light, kinetic actuators and proprioreceptive sensors in a resilient physical scaffolding system. The curiosity-based system involves exploration by employing an expert system composed of archives of information from preceding behaviours, calculating potential behaviours together with locations and applications, executing behaviour and comparing result to prediction. Prototype architectural structures entitled Sentient Canopy and Sentient Chamber developed during 2015 and 2016 were developed to support this interactive behaviour, integrating new communications protocols and firmware, and a hybrid proprioreceptive system that configured new electronics with sound, light, and motion sensing capable of internal machine sensing and externally- oriented sensing for human interaction. Proprioreception was implemented by producing custom electronics serving photoresistors, pitch-sensing microphones, and accelerometers for motion and position, coupled to sound, light and motion-based actuators and additional infrared sensors designed for sensing of human gestures. This configuration provided the machine system with the ability to calculate and detect real-time behaviour and to compare this to models of behaviour predicted within scripted routines. Testbeds located at the Living Architecture Systems Group/Philip Beesley Architect Inc. (LASG/PBAI, Waterloo/Toronto), Centre for Information Technology (CITA, Copenhagen) National Academy of Sciences (NAS) in Washington DC are illustrated.
keywords	intedisciplinary/collaborative design, intelligent environments, artificial intelligence, sensate systems
series	ACADIA
type	paper
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last changed	2022/06/07 07:54

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