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	ecaade2015_164
id	ecaade2015_164
authors	Jang, Sun-Young and Sung-AhKim
year	2015
title	SMART ALLEY: A Platform for Sharing Experience in a Community Space Augmented by Urban Media
doi	https://doi.org/10.52842/conf.ecaade.2015.1.529
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. 529-538
summary	This research proposed an urban platform designed to facilitate the sharing of community experience in the spatial context of traditional 'alley'. 'Smart Alley' refers to a smart space in which various urban media, supported with IoT technologies, interplays so that the creation and consumption of media content leads to vivid social interactions in this specific urban space. The proposed urban platform is driven by the Content Management System (CMS). An urban ontology works as a logic model of the CMS. This paper focused on the conceptualization and design of both CMS and ontology modules within the smart alley framework. Outcomes from the 'Smart Alley Workshop' are presented, which was conducted to develop smart services to utilize the smart alley platform.
wos	WOS:000372317300057
series	eCAADe
email
more	https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=46747512-70d9-11e5-8c55-3fd06eb60931
last changed	2022/06/07 07:52

_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	caadria2024_477
id	caadria2024_477
authors	Akbaylar Hayreter, Ipek, Gulec Ozer, Derya and As Cemrek, Handan
year	2024
title	Enhancing Cultural Heritage Digitalization and Visitor Engagement Through LiDAR Scanning and Gamification
doi	https://doi.org/10.52842/conf.caadria.2024.2.283
source	Nicole Gardner, Christiane M. Herr, Likai Wang, Hirano Toshiki, Sumbul Ahmad Khan (eds.), ACCELERATED DESIGN - Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 2, pp. 283–292
summary	Cultural heritage assets are valuable, providing important information about humanity's past and conveying it to the future. Unfortunately, conventional documentation is insufficient to preserve them for the next generations. Furthermore, increasing visitor interaction with these assets and raising awareness has been one of the challenges in this field. In this paper, we will examine how mobile LiDAR (Laser Detection and Ranging) technology can be used to precisely scan and document historical sites and how it can be combined with gamification elements to provide visitors with better experiences. It is also important that the texture taken in mobile laser scanning can be used to better visualize 3D mesh models of the scanned objects, so the fastest application that produces 3D models is selected. The study area is Syedra Ancient City in Alanya / Turkey, where the research and excavation process has continued since 2015 and the restoration projects started in 2023. Future work includes the creation of experiences to provide a basis for gamification and revitalizing the story of the heritage for the visitors through digital storytelling and AR (Augmented Reality). Preserving historical sites while providing visitors with a more in-depth, vivid and enjoyable experience are important facts for enhancing cultural heritage and passing it on to future generations.
keywords	Cultural Heritage, Digitalization, LiDAR, Mobile Laser Scanning, Digital Storytelling, Augmented Reality, Gamification
series	CAADRIA
email
last changed	2024/11/17 22:05

_id	cf2015_240
id	cf2015_240
authors	Aksoy, Yazgi Badem; Çagdas, Gülen and Balaban, Özgün
year	2015
title	A model for sustainable site layout design of social housing with Pareto Genetic Algorithm: SSPM
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. 240.
summary	Nowadays as the aim to reduce the environmental impact of buildings becomes more apparent, a new architectural design approach is gaining momentum called sustainable architectural design. Sustainable architectural design process includes some regulations itself, which requires calculations, comparisons and consists of several possible conflicting objectives that need to be considered together. A successful green building design can be performed by the creation of alternative designs generated according to all the sustainability parameters and local regulations in conceptual design stage. As there are conflicting criteria's according to LEED and BREAM sustainable site parameters, local regulations and local climate conditions, an efficient decision support system can be developed by the help of Pareto based non-dominated genetic algorithm (NSGA-II) which is used for several possibly conflicting objectives that need to be considered together. In this paper, a model which aims to produce site layout alternatives according to sustainability criteria for cooperative apartment house complexes, will be mentioned.
keywords	Sustainable Site Layout Design, Multi Objective Genetic Algorithm, LEED-BREEAM.
series	CAAD Futures
type	normal paper
email
last changed	2015/06/29 09:30

_id	cf2015_380
id	cf2015_380
authors	Barekati, Ehsan; Clayton, Mark J. and Yan, Wei
year	2015
title	A BIM-compatible schema for architectural programming information
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. 380.
summary	Architectural programming, although a key part of AECFM processes, has not been well integrated into Building Information Modeling (BIM). Having access to architectural programming information throughout the lifecycle of a building can add value to design evaluation, facility management, renovation and extension. There is not currently a comprehensive and standard data model to store architectural programming information. Our research is producing a universal format for an architectural program of requirements (UFPOR) that can connect the architectural programming information to the IFC BIM schema. The result is a data model for architectural programming that is inherently interoperable with BIM standard schema. A graphical user interface facilitates data creation and manipulation. The schema and effectiveness of the bridging fields has been tested by entering the content of three two different architectural programming documents into the UFPOR database.
keywords	BIM, Architectural Programming, Data Modelling, Interoperability, IFC.
series	CAAD Futures
email
last changed	2015/06/29 07:55

_id	cf2015_268
id	cf2015_268
authors	Benedetto, Henrique; Kipper, Fabrício A.;Marques, Vinícius and Bruscato, Underléa M.
year	2015
title	Development of Parklets by using parametric modeling
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. 268-278.
summary	The lack of urban planning has made the recreation areas increasingly smaller in the cities. Parks and squares gradually gave way to streets and avenues to try to accommodate the growing number of cars and motorcycles. An alternative that tries to balance recreation areas and urban roads was found in the city of San Francisco (USA). Parklets are temporary extensions of urban sidewalks that occupy a few parking spaces. This article aims to demonstrate the potential of parametric modeling in the development of parklets. Thus, anthropometric studies, amount of parking spaces and types of benches were used as input parameters. Rhinoceros and grasshopper programs were used for modeling, while 3D Studio Max was used for rendering. With this study it was possible to verify that when the project is parameterized the processes of creation and modification became faster, reducing design and implementation time.
keywords	Grasshopper algorithm editor, Parametric model, Parklets.
series	CAAD Futures
email
last changed	2015/06/29 07:55

_id	ecaade2015_77
id	ecaade2015_77
authors	Bialkowski, Sebastian and Kepczynska-Walczak, Anetta
year	2015
title	Engineering Tools Applied in Architecture - Challenges of Topology Optimization Implementation
doi	https://doi.org/10.52842/conf.ecaade.2015.1.261
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. 261-268
summary	Computation, in the context of a digital designing process, is redefining architectural practice. Architects are developing new sets of tools which are dramatically changing the typical way of design procedure. The paper describes the research assumptions, problems and solutions proposition, aimed at creation of a real-time form finding tool for architects based on engineering methods. Through intersecting architectural form evaluation with engineering analysis and optimisation tools it is highly intended to offer the opportunity to variety of architects and designers to use the exceedingly complex and compound process for their design improvement. The form finding tool, to be effective and reliable, has to provide immediate feedback to a designer. This requirement enforces a software developer to use more sophisticated solutions. The paper focuses on possibilities of already known engineering procedures acceleration such as Finite Element Method or Topology Optimization for effective implementation in architectural design process.
wos	WOS:000372317300028
series	eCAADe
email
more	https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=1337360e-702e-11e5-90b6-cbdace47c7fb
last changed	2022/06/07 07:52

_id	caadria2015_067
id	caadria2015_067
authors	Choi, Jungsik; Minchan Kim and Inhan Kim
year	2015
title	A Methodology of Mapping Interface for Energy Performance Assessment Based on Open BIM
doi	https://doi.org/10.52842/conf.caadria.2015.417
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. 417-426
summary	Early design phase energy modelling is used to provide the design team with feedback about the impact of various building configurations. For better energy-conscious and sustainable building design and operation, the construction of BIM data interoperability for energy performance assessment in the early design phase is important. The purpose of this study is to suggest a development of BIM data interoperability for energy performance assessment based on BIM. To archive this, the authors have investigated advantages of BIM-based energy performance assessment through comparison with traditional energy performance assessment; and suggest requirements for development of Open BIM environment such as BIM data creation and BIM data application. In addition, the authors also suggested on BIM data interoperability system and developed mapping interface.
keywords	Building Information Modelling (BIM); Energy Performance Assessment (EPA); Data Interoperability; Energy Property; Industry Foundation Classes (IFC).
series	CAADRIA
email
last changed	2022/06/07 07:56

_id	ecaade2015_303
id	ecaade2015_303
authors	Coroado, Luís; Pedro, Tiago, D'Alpuim, Jorge, Eloy, Sara and Dias, MiguelSales
year	2015
title	VIARMODES: Visualization and Interaction in Immersive Virtual Reality for Architectural Design Process
doi	https://doi.org/10.52842/conf.ecaade.2015.1.125
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. 125-134
summary	The complexity of today´s architecture solutions brings the need to integrate, in the design process, digital tools for creation, visualization, representation and evaluation of design solutions. This paper proposes the adoption of a new Virtual Reality (VR) tool, referred to as VIARmodes, to support the architectural design process with an improved communication across different specialities, towards the facilitation of the project decision process. This tool allows a complete visualization of the design, specifically useful during the detailed design phase, including the architecture design and of other engineering specialities, progressively and interactively adapting the project visualization to the information needed for each discipline. With a set of 3 different visualization modes simulated in real scale within a Virtual Environment (VE), and adopting natural human-computer interaction by using speech, the system allows a team of architect and engineers, to visualize and interact with the proposed design during a collaborative design brief. We carried a usability evaluation study with 12 architects. The study showed that the tool was perceived to be effective and its use efficient during the design process, especially during the detailed design phase.
wos	WOS:000372317300014
series	eCAADe
email
more	https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=4129cbae-70c8-11e5-be63-27454208986c
last changed	2022/06/07 07:56

_id	ecaadesigradi2019_561
id	ecaadesigradi2019_561
authors	Cress, Kevan and Beesley, Philip
year	2019
title	Architectural Design in Open-Source Software - Developing MeasureIt-ARCH, an Open Source tool to create Dimensioned and Annotated Architectural drawings within the Blender 3D creation suite.
doi	https://doi.org/10.52842/conf.ecaade.2019.1.621
source	Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 1, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 621-630
summary	MeasureIt-ARCH is A GNU GPL licensed, dimension, annotation, and drawing tool for use in the open source software Blender. By providing free and open tools for the reading and editing of architectural drawings, MeasurIt-ARCH allows works of architecture to be shared, read, and modified by anyone. The digitization of architectural practice over the last 3 decades has brought with it a new set of inter-disciplinary discourses for the profession. An attempt to utilise 'Open-Source' methodologies, co-opted from the world of software development, in order to make high quality design more affordable, participatory and responsible has emerged. The most prominent of these discussions are embodied in Carlo Raitti and Mathew Claudel's manifesto 'Open-Source Architecture' (Ratti 2015) and affordable housing initiatives like the Wikihouse project (Parvin 2016). MeasurIt-ARCH aims to be the first step towards creating a completely Open-Source design pipeline, by augmenting Blender to a level where it can be used produce small scale architectural works without the need for any proprietary software, serving as an exploratory critique on the user experience and implementations of industry standard dimensioning tools that exist on the market today.
keywords	Blender; Open-Source; Computer Aided Design ; OSArc
series	eCAADeSIGraDi
email
last changed	2022/06/07 07:56

_id	caadria2015_030
id	caadria2015_030
authors	Daas, Mahesh and Andrew Wit
year	2015
title	Pedagogy of Architectural Robotics
doi	https://doi.org/10.52842/conf.caadria.2015.003
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. 3-12
summary	As computation and robotics become more prevalent in all aspects of architecture, their impact on education assumes greater importance. The paper presents the outcomes of a collaborative undergraduate architectural design studio that investigates the realms of architectural robotics and computation by stepping into the fecund intersections between multiple disciplines. The pedagogical prototype, Unsolicited: An Inconvenient Studio, broadly focused on the topics of robotics and responsive architectures. The notion of robotics was interpreted to include a range of robotic technologies and their formal manifestations in the form of biomorphic, mechanomorphic, polymorphic, and amorphic robots, and interactive architecture. Taught using a recently developed framework that focuses on self-organizing systems and the creation of innovative technology-driven design entrepreneurs rather than merely on the creation of designed artefacts, students found themselves not only innovating with new digital technologies but also bridging architecture, urbanism and computer science. The paper describes the pedagogy, processes, and outcomes of the studio.
keywords	Robotics; interactive architecture; pedagogy; innovation; studio.
series	CAADRIA
email
last changed	2022/06/07 07:56

_id	cf2015_328
id	cf2015_328
authors	Gamez, Oscar; Bignon, Jean-Claude and Duchanois, Gilles
year	2015
title	Assisted construction of non-standard wooden walls and envelope structures by parametric modeling
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. 328.
summary	We introduce a parametric modeling method in the field of computer-aided architectural conception, which aims to produce non-standard wooden walls and envelopes with CNC machinery. This method explores the application of polygonal cellular structures (as patterns) on facade and envelope interventions for new and old projects. We innovate by bringing the 3D production environment complexity into the conception model to improve the production of manifold woodworking items by CNC (Computer Numerical Control) 3D fabrication. A recent experimentation, tests the entire workflow from parametric modeling to production of two full-scale prototypes. The results prove the range of inputs offered by the method to be functional, though it needs various improvements in order to optimize parametric modeling and digital fabrication procedures. Future research will focus on treating a wider range of joints via parametric modeling and deal with joint creation regardless wall deformation to expand the morphological approach of non-standard wooden walls design.
keywords	Non-standard walls, Computer-aided architectural design, Wood construction, Parametric modeling, CNC fabrication, Mass customization.
series	CAAD Futures
email
last changed	2015/06/29 07:55

_id	eaea2015_t1_paper02
id	eaea2015_t1_paper02
authors	Gruszczynska, Joanna
year	2015
title	The ‘Old Brewery’ in Poznan – Adaptation or Creation?
source	ENVISIONING ARCHITECTURE: IMAGE, PERCEPTION AND COMMUNICATION OF HERITAGE [ISBN 978-83-7283-681-6],Lodz University of Technology, 23-26 September 2015, pp.27-38
summary	It is beyond the question that protection of monuments of architecture and its unique beauty, through ‘re-use’ of values, emphasizing the qualities for new, modern function, but with the maximum respect for the original feature and preserving historic substance in the adaptation process is one of the requirements of the twenty first century. The analysis of the example of adapting historical objects - Hugger’s Brewery to a new function, may lead to conclusion whether that adapted object can still be named a historic building. Is it an industrial heritage or is it nothing more than a creation – an artificial space? How far can we go in the ‘re-using’? Where is the boundary?
keywords	industrial heritage; values; Old Brewery in Poznan
series	EAEA
email
last changed	2016/04/22 11:52

_id	caadria2015_157
id	caadria2015_157
authors	Janssen, Patrick
year	2015
title	Parametric BIM Workflows
doi	https://doi.org/10.52842/conf.caadria.2015.437
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. 437-446
summary	Building Information Modelling systems enable the creation of associative parametric models that include sets of interlinked parametric objects. Graph-based modelling systems on the other hand enable the creation of parametric models with more complex iterative behaviours. Parametric BIM workflows aim to link graph-based systems to BIM systems. A key requirement of such workflows is the ability to generate associative BIM models. However, current approaches to creating such workflows are complicated by the fact that the process of cooking is only able to generate explicit geometry. An alternative approach is proposed in which the cooking process is able to generate associative models, thereby enabling more user friendly and streamlined BIM workflows to be created.
keywords	Building Information Modelling, Parametric modelling, BIM workflows
series	CAADRIA
email
last changed	2022/06/07 07:52

_id	eaea2015_t3_paper11
id	eaea2015_t3_paper11
authors	Koszewski, Krzysztof
year	2015
title	Visualization of Heritage-related Knowledge – Case Study of Graphic Representation of Polish National Inventory of Monuments in Spatial Information Systems
source	ENVISIONING ARCHITECTURE: IMAGE, PERCEPTION AND COMMUNICATION OF HERITAGE [ISBN 978-83-7283-681-6],Lodz University of Technology, 23-26 September 2015, pp.377-387
summary	The text describes case study of visualisation of heritage data about Polish National Inventory of Monuments. It focuses on creation of visual information environment and methodology of designing signage system for monuments in particular. Main topics include signage semiotics, icons design, colour coding and monuments’ properties visualization. The created visual system is shown in the larger context of information about cultural heritage and its protection.
keywords	cultural heritage protection; heritage information systems; knowledge visualisation
series	EAEA
email
last changed	2016/04/22 11:52

_id	sigradi2015_11.142
id	sigradi2015_11.142
authors	Lima, Fernando; Paraízo, Rodrigo Cury; Kos, Jose Ripper
year	2015
title	Generative approaches in urban planning: optimization experiments for Transit Oriented Development principles
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. 649-656.
summary	This article focuses on the use of computational tools to provide dynamic assessment and optimized arrangements while planning and discussing interventions in urban areas. The objective is to address the use of algorithmic systems for evaluating and generating urban morphologies guided by Transit Oriented Development (TOD) principles. TOD is an urban development model that considers geometric and measurable parameters for designing sustainable cities. It advocates the creation of compact mixed-use neighborhoods within walking distance to a variety of transportation options and amenities, seeking to result on optimized infrastructure provision and energy efficient low-carbon districts. This paper presents algorithmic experiments for proposing a rapid-transit district, by the optimization of its urban morphology and services’ location, providing an accurate and efficient TOD principles-oriented modelling.
keywords	Generative design, Transit Oriented Development, Optimization
series	SIGRADI
email
last changed	2016/03/10 09:55

_id	sigradi2015_10.250
id	sigradi2015_10.250
authors	Linardi, Ana Beatriz; Ramos, Fernando da Silva; Garotti, Flavio Valverde; Damiani, Vitor
year	2015
title	3D printing as support for arts education for the visually impaired
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. 564-568.
summary	This article discusses some methodologies in art education in schools and educational activities in museums. It focuses on accessibility and in the visually impaired rights to access and improve the experiences and repertoire in artistic languages, recognizing the use of new technologies in the field of digital manufacturing as valuable resources for the production of teaching materials with the use of cheaper and accessible technology, which expands the access to cultural institutions and education. Considering that most of the museums art works are not to be touched, 3D printing reproductions in durable low cost plastic present as an alternative for tactile experience. In addition, the photogrammetric 3D scanning process and digital editing allow for the creation of isolated parts and materials originated from the art piece, broadening the pedagogical possibilities of art educators. The production of didactic material for arts teaching, with the use of 3D printed copies (edited or not) originated from 3D scans, may help revealing a more subtle and sophisticated aspect of artistic narrative to the public and the visually impaired.
keywords	Education, Art, 3D Scan, 3D Printing
series	SIGRADI
email
last changed	2016/03/10 09:55

_id	ecaade2015_82
id	ecaade2015_82
authors	Long, Nels; Greenstein, and Dane Clemenson
year	2015
title	Buoyant Memory - Neuroscience for a Virtual Architecture
doi	https://doi.org/10.52842/conf.ecaade.2015.1.055
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. 55-60
summary	Gravity prescribes a very specific maxim for the built environment represented by the horizontal layer cake we are all so familiar with. This is contrasted by designs such as the International Space Station where no floor is present and every surface provides some function whether storage, data display and instrumentation or biological support infrastructure. Because of the homogeneity of approach to each surface an astronaut requires literal markers to orient oneself within the vessel. Very seldom within the natural, earth-bound environment does one find oneself in a situation where “up” is a questionable vector. What happens when architecture is translated to the virtual. What is the role of the architect or of his or her architecture in a virtual universe. Would a virtual architecture itself not become a social engine, its social context being that of online gaming, crowdfunding and social media? This engine's main role being the creation of architecturally inspiring gathering spaces for learning, playing and community building.
wos	WOS:000372317300006
series	eCAADe
email
last changed	2022/06/07 07:59

_id	ecaade2015_285
id	ecaade2015_285
authors	Lopes, João V.; Paio, Alexandra, Beirão, José N., Pinho, Eliana Manuel and Nunes, Luís
year	2015
title	Multidimensional Analysis of Public Open Spaces - Urban Morphology, Parametric Modelling and Data Mining
doi	https://doi.org/10.52842/conf.ecaade.2015.1.351
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. 351-360
summary	Public open spaces (parks, squares and other gathering places) can only be grasped from a simultaneous view of their attributes. In an ongoing Phd research project we propose to overcome the limitations of traditional-descriptive urban morphology methods in dealing with this simultaneity derived from their many shapes, functions, uses and relations within the urban structure. After developing the relations between formal attributes and intangible spatial properties, their identity and proximity may be disclosed by multivariate statistical analysis and data mining techniques. We outline a multidimensional method for the synchronic analysis and classification of the public open spaces departing from a research corpus of 126 Portuguese urban squares, whose analysis is intended to interactively (re)define it. The work done so far is presented, which comprises: (i) firming the concepts, criteria and attributes to extract; (ii) survey on theories, methods and spatial analysis tools and shortcomings identification; (iii) adaptation and/or creation of new methods and tools; (iv) creation of databases from CAD and GIS environments; (v) research on multivariate analysis, data mining and data visualization techniques.
wos	WOS:000372317300038
series	eCAADe
email
more	https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=975efcfa-7029-11e5-a1a9-9786dd4d89a9
last changed	2022/06/07 07:59

_id	sigradi2023_416
id	sigradi2023_416
authors	Machado Fagundes, Cristian Vinicius, Miotto Bruscato, Léia, Paiva Ponzio, Angelica and Chornobai, Sara Regiane
year	2023
title	Parametric environment for internalization and classification of models generated by the Shap-E tool
source	García Amen, F, Goni Fitipaldo, A L and Armagno Gentile, Á (eds.), Accelerated Landscapes - Proceedings of the XXVII International Conference of the Ibero-American Society of Digital Graphics (SIGraDi 2023), Punta del Este, Maldonado, Uruguay, 29 November - 1 December 2023, pp. 1689–1698
summary	Computing has been increasingly employed in design environments, primarily to perform calculations and logical decisions faster than humans could, enabling tasks that would be impossible or too time-consuming to execute manually. Various studies highlight the use of digital tools and technologies in diverse methods, such as parametric modeling and evolutionary algorithms, for exploring and optimizing alternatives in architecture, design, and engineering (Martino, 2015; Fagundes, 2019). Currently, there is a growing emergence of intelligent models that increasingly integrate computers into the design process. Demonstrating great potential for initial ideation, artificial intelligence (AI) models like Shap-E (Nichol et al., 2023) by OpenAI stand out. Although this model falls short of state-of-the-art sample quality, it is among the most efficient orders of magnitude for generating three-dimensional models through AI interfaces, offering practical balance for certain use cases. Thus, aiming to explore this gap, the presented study proposes an innovative design agency framework by employing Shap-E connected with parametric modeling in the design process. The generation tool has shown promising results; through generations of synthetic views conditioned by text captions, its final output is a mesh. However, due to the lack of topological information in models generated by Shap-E, we propose to fill this gap by transferring data to a parametric three-dimensional surface modeling environment. Consequently, this interaction's use aims to enable the transformation of the mesh into quantifiable surfaces, subject to collection and optimization of dimensional data of objects. Moreover, this work seeks to enable the creation of artificial databases through formal categorization of parameterized outputs using the K-means algorithm. For this purpose, the study methodologically orients itself in a four-step exploratory experimental process: (1) creation of models generated by Shap-E in a pressing manner; (2) use of parametric modeling to internalize models into the Grasshopper environment; (3) generation of optimized alternatives using the evolutionary algorithm (Biomorpher); (4) and classification of models using the K-means algorithm. Thus, the presented study proposes, through an environment of internalization and classification of models generated by the Shap-E tool, to contribute to the construction of a new design agency methodology in the decision-making process of design. So far, this research has resulted in the generation and classification of a diverse set of three-dimensional shapes. These shapes are grouped for potential applications in machine learning, in addition to providing insights for the refinement and detailed exploration of forms.
keywords	Shap-E, Parametric Design, Evolutionary Algorithm, Synthetic Database, Artificial Intelligence
series	SIGraDi
email
last changed	2024/03/08 14:09

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