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	cdrf2019_189
id	cdrf2019_189
authors	Dasong Wang and Roland Snooks
year	2020
title	Artificial Intuitions of Generative Design: An Approach Based on Reinforcement Learning
doi	https://doi.org/https://doi.org/10.1007/978-981-33-4400-6_18
source	Proceedings of the 2020 DigitalFUTURES The 2nd International Conference on Computational Design and Robotic Fabrication (CDRF 2020)
summary	This paper proposes a Reinforcement Learning (RL) based design approach that augments existing algorithmic generative processes through the emergence of a form of artificial design intuition. The research presented in the paper is embedded within a highly speculative research project, Artificial Agency, exploring the operation of Machine Learning (ML) in generative design and digital fabrication. After describing the inherent limitations of contemporary generative design processes, the paper compares the three fundamental types of machine learning frameworks in terms of their characteristics and potential impact on generative design. A theoretical framework is defined to demonstrate the methodology of integrating RL with existing generative design procedures, which is further explained with a Random Walk based experimental design example. The paper includes detailed RL definitions as well as critical reflections on its impact and the effects of its implementation. The proposed artificial intuition within this generative approach is currently being further developed through a series of ongoing and proposed research trajectories noted in the conclusion. The ambition of this research is to deepen the integration of intention with machine learning in generative design.
series	cdrf
email
last changed	2022/09/29 07:51

_id	61e5
authors	Dassori, Enrico and Ottonello, Tiziana
year	1998
title	Acoustic Analysis by Computer Simulation for Building Restoration
doi	https://doi.org/10.52842/conf.ecaade.1998.061
source	Computerised Craftsmanship [eCAADe Conference Proceedings] Paris (France) 24-26 September 1998, pp. 61-67
summary	This paper presents the result of a didactic experience about the acoustic analysis of same ancient churches, in the study on the propagation of musical sound and, finally, in the proposal of acoustic modification with light interventions.
series	eCAADe
more	http://www.paris-valdemarne.archi.fr/archive/ecaade98/html/27dassori/index.htm
last changed	2022/06/07 07:55

_id	c7aa
authors	Sanseverino, Carlo
year	1994
title	The Virtual Laboratory: A New Environment for Education
doi	https://doi.org/10.52842/conf.ecaade.1994.x.u6q
source	The Virtual Studio [Proceedings of the 12th European Conference on Education in Computer Aided Architectural Design / ISBN 0-9523687-0-6] Glasgow (Scotland) 7-10 September 1994, p. 218
summary	When an Information Laboratory (IL) is designed there are some questions that need to be answered: they concern, for example, the equipment (hardware, operation systems, software...), methodologies (self-education, aided practice, integration between traditional methodologies and new equipment ...) and disciplinary contents to tranfert into a Computer Aided Education laboratory. In consideration of the fact that it appears absolutely necessary to assume equipment and organization together a research is being developed about both the logistic configuration of educational environments and the methodology for education by information medium.
series	eCAADe
last changed	2022/06/07 07:50

_id	sigradi2007_af40
id	sigradi2007_af40
authors	Santamaría Sánchez, Noriel
year	2007
title	Vernacular heritage and digital graph. The reconstruction of Varadero Nautical Club [Patrimonio vernáculo y grafica digital. La reconstrucción del Club Náutico de Varadero]
source	SIGraDi 2007 - [Proceedings of the 11th Iberoamerican Congress of Digital Graphics] México D.F. - México 23-25 October 2007, pp. 345-349
summary	The work shows the process of digital reconstruction of a timber vernacular construction, the Varadero Nautical Club, of high patrimonial value, at the present time missing. The general consideration that motivated the investigation; the search and prosecution of primary information and procedure for the creation of virtual model, as well as for the digital file (multimedia), are exposed. The use in the community is also approached: schools, computer science club and municipal museum, of the elaborated multimedia and their incorporation to the process of learning of the local history and the valuation of the built patrimony.
keywords	Vernacular heritage; digital reconstruction; multimedia
series	SIGRADI
email
last changed	2016/03/10 09:59

_id	ecaadesigradi2019_464
id	ecaadesigradi2019_464
authors	Santiago, Pedro
year	2019
title	Evolutionary Optimization of Building Facade Form for Energy and Comfort in Urban Environment through BIM and Algorithmic Modeling - A case study in Porto, Portugal
doi	https://doi.org/10.52842/conf.ecaade.2019.2.153
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 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 153-160
summary	Consolidated urban areas usually present a challenge for the sustainable design decisions for the architect. The site, orientation and surrounding built environment compromise both passive and active systems, shortening the possible optimization measures available, leaving the designer with doubts as far as efficiency is concerned.BIM methodologies and visual programming languages have opened up a very wide range of design and analysis tools allowing the architect to make informed decisions based on data extracted from the models. Nonetheless it's optimization is through a slow process of trial and error, creating a significant limitation. This paper discusses the potentialities of the use of evolutionary algorithms to generate optimized solutions for facade solar orientation. A comparison between three different evolutionary algorithms aiming for solar radiation, inside average temperature allows to conclude the best result versus time consumed. Although under similar results the multi-objective EA represents the best compromise between time and final objective on the case study chosen for the paper. The interconnectivity in real time of BIM and algorithmic modeling softwares represents an advantage for time saving sustainable design decisions.
keywords	BIM; Evolutionary Optimization; Sustainable design
series	eCAADeSIGraDi
email
last changed	2022/06/07 07:56

_id	caadria2016_301
id	caadria2016_301
authors	Datta, S.; T. W. Chang and J. Hollick
year	2016
title	Curating architectural collections: Interaction with immersive stereoscopic visualisation
doi	https://doi.org/10.52842/conf.caadria.2016.301
source	Living Systems and Micro-Utopias: Towards Continuous Designing, Proceedings of the 21st International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2016) / Melbourne 30 March–2 April 2016, pp. 301-310
summary	We present our research on the use of immersive stereo- scopic visualisation in interaction with collections of architectural rep- resentations. We investigate the processing and visualisation of multi- ple model representations from architectural datasets. We develop two models for locating collections of datasets in spatial contexts, namely a realistic gallery and a synthetic landscape. We evaluate and report the qualitative interactive experience with two forms of contextual in- teraction within a novel stereoscopic immersive visualisation (cylin- drical projection) environment. The use of immersive stereoscopic visualisation conveys aspects and dimensions of the collections that would not be possible without the forms of contextual interaction, the gallery metaphor and the synthetic landscape to interact with the ar- chitectural collections. The combination of abstract representations with realistic sense of scale and interaction provide the user with an immersive experience to convey the collective form.
keywords	Digital data acquisition; architectural reconstruction; geometry processing and algorithms; immersive stereoscopic visualisation; human computer interaction
series	CAADRIA
email
last changed	2022/06/07 07:55

_id	ddssar0209
id	ddssar0209
authors	Datta, Sambit
year	2002
title	Managing Design Knowledge with Mixed-Initiative Dialogue
source	Timmermans, Harry (Ed.), Sixth Design and Decision Support Systems in Architecture and Urban Planning - Part one: Architecture Proceedings Avegoor, the Netherlands), 2002
summary	This paper is based on ongoing work in developing interactive interfaces to formal methods for encoding design knowledge. It reports on the development of a shared graphical notation to support user interaction with design knowledge based on mixed-initiative. Mixed-initiativeprovides a model of interaction where both the designer and the knowledge formalism may share responsibility over decisions. The paper discusses how a formal visual notation can support the mixed-initiative mode for developing and managing formal design knowledge. The notation addresses on the dialogue problem between the user and a knowledge basedformalism and illustrates a model of interaction in which the user and the formalism can share and input data through a common shared resource, on a common shared task. The paper demonstrates the use of this notation in common decision tasks and the implications for seamless interaction with design support systems.
series	DDSS
last changed	2003/08/07 16:36

_id	0c54
authors	Datta, Sambit and Woodbury, Robert F.
year	1998
title	Reducing Semantic Distance in Generative Systems: A Massing Example
doi	https://doi.org/10.52842/conf.acadia.1998.164
source	Digital Design Studios: Do Computers Make a Difference? [ACADIA Conference Proceedings / ISBN 1-880250-07-1] Québec City (Canada) October 22-25, 1998, pp. 164-171
summary	Generative design formalisms utilise discrete, constructive steps to encode strategies for formal change. In physical design media, the pervasive metaphor for doing design is the direct and continuous manipulation of the developing form. The goal of our investigation is to develop mixed initiative approaches to design exploration. In this paper, we address how constrained manipulation in generative systems can support both discrete and continuous modes of interaction. Massing is a common strategy for processing conceptual notions about three dimensional form. We use massing models of tenth century temple cellas as an example to illustrate an environment for constrained manipulation.
series	ACADIA
email
last changed	2022/06/07 07:55

_id	67fa
authors	Datta, Sambit and Woodbury, Robert F.
year	2001
title	An approach to search and exploration through mixed-initiative
doi	https://doi.org/10.52842/conf.caadria.2001.275
source	CAADRIA 2001 [Proceedings of the Sixth Conference on Computer Aided Architectural Design Research in Asia / ISBN 1-86487-096-6] Sydney 19-21 April 2001, pp. 275-282
summary	Generative design environments need support for human intervention as well as sound computational formalisms. A systematic approach to integrating the two, formal generation and the exploratory, is lacking. In this paper, we posit the possibility of a design support system that combines formal search with user driven exploration. Our approach is to cast the interaction between the user and the generative formalism as agent collaboration in a mixed-initiative environment. We describe the role of interaction and agency in an experimental mixed-initiative design support system, FOLDS and demonstrate its application.
series	CAADRIA
email
last changed	2022/06/07 07:55

_id	2004_286
id	2004_286
authors	Datta, Sambit
year	2004
title	A Representational Construct for Sharing Knowledge in Design Exploration
doi	https://doi.org/10.52842/conf.ecaade.2004.286
source	Architecture in the Network Society [22nd eCAADe Conference Proceedings / ISBN 0-9541183-2-4] Copenhagen (Denmark) 15-18 September 2004, pp. 286-291
summary	Exploration with formal design systems comprise iterative processes for specifying problems, finding plausible and alternative solutions, judging the validity of solutions relative to problems and reformulating problems and solutions. These processes are knowledge intensive, collaborative and multidisciplinary in nature. Recent research efforts propose representational frameworks that allow for modeling of knowledge capture, knowledge sharing and knowledge reuse during designing. However, design remains a human enterprise: to be scalable and usable in design practice, formal symbolic representations need to be embedded within a broader framework of agent (human and computational) interaction. This paper argues that, for sharing and reusing knowledge between agents in design exploration, it is necessary to build an intermediary representational structure that bridges specialist interactions with exploration knowledge (the domain) and the symbol structures that represent them (the symbol substrate). The paper identifies the requirements of such an intermediary representation for the sharing of knowledge between design agents. These requirements are addressed through the development of a shared interaction construct, the feature node.
keywords	Exploration, Design Knowledge, Interaction Model, Mixed-Initiative
series	eCAADe
last changed	2022/06/07 07:55

_id	2005_483
id	2005_483
authors	Datta, Sambit
year	2005
title	The Generation of Superstructure Geometry in Latina Temples: A Hybrid Approach
doi	https://doi.org/10.52842/conf.ecaade.2005.483
source	Digital Design: The Quest for New Paradigms [23nd eCAADe Conference Proceedings / ISBN 0-9541183-3-2] Lisbon (Portugal) 21-24 September 2005, pp. 483-488
summary	The Nâgara tradition of temple building created a rich corpus of Latina (single-spired) temples spread across Northern India between the fifth and thirteenth centuries. Computing methods offer a distinct methodology for reconstructing the genesis and evolution of geometry in this tradition over time. This paper reports a hybrid technique, comprising three distinct computations for recovering and explaining the geometry of temples. The application of the technique enables scholars to bring together fragments of evidence, construe “best-fit” strategies and unearth implicit or hidden relationships. The advantage of this approach is that changes in assumptions and testing of geometric alternatives can be easily simulated from multiple sources of information, such as texts, sacred diagrams and individual temples.
keywords	Generative Design: 2D Representation; 3D Modeling; Visualization; Constraint Based Design
series	eCAADe
email
last changed	2022/06/07 07:55

_id	cf2015_190
id	cf2015_190
authors	Datta, Sambit
year	2015
title	Accuracy and Ambiguity: Geometric reconstruction of a seventh century stone temple in Hanchey, Cambodia
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. 190-202.
summary	Modeling the fragmented and heavily eroded remains of early temple architecture poses several challenges in accurate reconstruction of shape and form from digitally acquired datasets. This paper describes a collection of stepwise ad-hoc modeling methods that can re-assemble ambiguous and fragmentary evidence to provide a robust and empirical platform for the reconstruction of ruined temples. The paper presents the results of the method and the degree of accuracy and ambiguity in the acquisition, processing and reconstruction phases. A key aspect of the method is the maintenance of multiple “ground truths” from plural sources of partial evidence. Key findings of the paper demonstrate early results from the manipulation of geometric modeling primitives based on point collections, an advance in extending the classical tools of architectural analysis and comparison. The problem of accuracy and ambiguity in these methods and their algorithmic implementation is the subject of further investigation.
keywords	Digital data acquisition, flexible modeling, heritage reconstruction and visualization
series	CAAD Futures
email
last changed	2015/06/29 07:55

_id	ijac20053403
id	ijac20053403
authors	Datta, Sambit; Beynon, David
year	2005
title	A Computational Approach to the Reconstruction of Surface Geometry from Early Temple Superstructures
source	International Journal of Architectural Computing vol. 3 - no. 4, 471-486
summary	Recovering the control or implicit geometry underlying temple architecture requires bringing together fragments of evidence from field measurements, relating these to mathematical and geometric descriptions in canonical texts and proposing "best-fit" constructive models. While scholars in the field have traditionally used manual methods, the innovative application of niche computational techniques can help extend the study of artefact geometry. This paper demonstrates the application of a hybrid computational approach to the problem of recovering the surface geometry of early temple superstructures. The approach combines field measurements of temples, close-range architectural photogrammetry, rule-based generation and parametric modelling. The computing of surface geometry comprises a rule-based global model governing the overall form of the superstructure, several local models for individual motifs using photogrammetry and an intermediate geometry model that combines the two. To explain the technique and the different models, the paper examines an illustrative example of surface geometry reconstruction based on studies undertaken on a tenth century stone superstructure from western India. The example demonstrates that a combination of computational methods yields sophisticated models of the constructive geometry underlying temple form and that these digital artefacts can form the basis for in depth comparative analysis of temples, arising out of similar techniques, spread over geography, culture and time.
series	journal
email
more	http://www.ingentaconnect.com/content/mscp/ijac/2006/00000004/00000001/art00002
last changed	2007/03/04 07:08

_id	ijac20097304
id	ijac20097304
authors	Datta, Sambit; Hanafin, Stuart; Pitts, Gregory
year	2009
title	Experiments with stochastic processes: Facade subdivision based on wind motion
source	International Journal of Architectural Computing vol. 7 - no. 3, 389-402
summary	Constraint based tools for architectural design exploration need to satisfy aesthetic and functional criteria as well as combine discrete and continuous modes of exploration. In this paper, we examine the possibilities for stochastic processes in design space exploration. Specifically, we address the application of a stochastic wind motion model to the subdivision of an external building envelope into smaller discrete components. Instead of deterministic subdivision constraints, we introduce explicit uncertainty into the system of subdivision. To address these aims, we develop a model of stochastic wind motion; create a subdivision scheme that is governed by the wind model and explore a design space of a façade subdivision problem. A discrete version of the façade, composed of light strips and panels, based on the bamboo elements deformed by continuous wind motion, is developed. The results of the experiments are presented in the paper.
series	journal
last changed	2009/10/20 08:02

_id	9a5c
authors	Dave, B. and Schmitt, G.
year	1995
title	Information systems for spatial data
source	Automation in Construction 4 (1) (1995) pp. 17-28
summary	This paper describes the development of a prototype information system aimed at supporting representation and manipulation of models of urban areas. As a first step, we used aerial imagery to produce accurate digital models of various features of urban areas. The models comprise natural features like terrain data, water and vegetation systems, and man-made features like transportation network, land parcels, and built-up volumes. These data are represented in three dimensions, and they can be further linked with nongraphic attributes stored in an external database schemata. In this paper, we describe the architecture of the prototype system with a particular emphasis on the database aspects, various multimedia data types supported in the system, and operations to query and retrieve the represented data.
keywords	Spatial Systems; Multimedia Data; Integrated Environments
series	journal paper
email
more	http://www.elsevier.com/locate/autcon
last changed	2003/05/15 14:36

_id	af8b
authors	Dave, B., Schmitt, G., Faltings, B. and Smith, I.
year	1994
title	Case-based design in Architecture
source	J.S. Gero and F. Sudweeks (eds.), the proceedings of Artificial Intelligence in Design '94, pp.145-162
summary	Computational support in the domain of building design is hampered by the need to control generation and search processes both of which are elusive due to the lack of strong domain theories. Case based reasoning paradigm may be useful to overcome some of these difficulties. A case based design system is presented here that enables case adaptation and case combination of design cases to generate new design solutions more efficiently. Some issues in our approach that are different from other projects with similar aims are also discussed.
series	other
email
last changed	2003/04/23 15:50

_id	9608
authors	Santos, Eduardo Mascarenhas and Laguardia Campomori, Maurício José
year	2001
title	ATELIÊ VIRTUAL DE PROJETOS; UMA DISCIPLINA DE PROJETOS MEDIADA POR COMPUTADOR (Virtual Design Studio; A Design Course Mediated by Computer)
source	SIGraDi biobio2001 - [Proceedings of the 5th Iberoamerican Congress of Digital Graphics / ISBN 956-7813-12-4] Concepcion (Chile) 21-23 november 2001, pp. 189-191
summary	The creation of the discipline “Virtual Design Studio” (http://www.arq.ufmg.br/vds) in the course of Architecture, at the Architecture School of UFMG, had the objective of investigating the usage of new technologies of information in the architectural planning activities through the elaboration and development of an architectural project. The methodological implications of applying those technologies on both, the creative process and architectural expression, are also discussed. The description of the knowledge obtained by both, the technical/conceptual structuring and the practical development of the VDS itself, as well as its critical analysis, constitute the main object of this work.
series	SIGRADI
email
last changed	2016/03/10 09:59

_id	caadria2012_010
id	caadria2012_010
authors	Dave, Bharat and Gwyl Jahn
year	2012
title	Tagged and interactive diagrams of design intent and rationale
doi	https://doi.org/10.52842/conf.caadria.2012.669
source	Proceedings of the 17th International Conference on Computer Aided Architectural Design Research in Asia / Chennai 25-28 April 2012, pp. 669–678
summary	This paper describes our experiments with diagrammatic representations to think about design compositions and to learn from shared accretion of design knowledge. We describe here implementation of an online prototype that, on the one hand, offers interactive functionalities to externalize thinking about design compositions in the form of diagrams and, on the other hand, which acts also as a repository of diagrams that can be dynamically interrogated to find other proximate compositional thinking and ideas related to a particular design position. Put differently, the prototype helps both notate design thinking and draw out associations between separately notated design thinking.
keywords	Diagrams; compositional logic; design representations; knowledge accretion; reflective thinking
series	CAADRIA
email
last changed	2022/06/07 07:55

_id	298e
authors	Dave, Bharat and Woodbury, Robert
year	1990
title	Computer Modeling: A First Course in Design Computing
source	The Electronic Design Studio: Architectural Knowledge and Media in the Computer Era [CAAD Futures ‘89 Conference Proceedings / ISBN 0-262-13254-0] Cambridge (Massachusetts / USA), 1989, pp. 61-76
summary	Computation in design has long been a focus in our department. In recent years our faculty has paid particular attention to the use of computation in professional architectural education. The result is a shared vision of computers in the curriculum [Woodbury 1985] and a set of courses, some with considerable historyland others just now being initiated. We (Dave and Woodbury) have jointly developed and at various times over the last seven years have taught Computer Modeling, the most introductory of these courses. This is a required course for all the incoming freshmen students in the department. In this paper we describe Computer Modeling: its context, the issues and topics it addresses, the tasks it requires of students, and the questions and opportunities that it raises. Computer Modeling is a course about concepts, about ways of explicitly understanding design and its relation to computation. Procedural skills and algorithmic problem solving techniques are given only secondary emphasis. In essential terms, the course is about models, of design processes, of designed objects, of computation and of computational design. Its lessons are intended to communicate a structure of such models to students and through this structure to demonstrate a relationship between computation and design. It is hoped that this structure can be used as a framework, around which students can continue to develop an understanding of computers in design.
series	CAAD Futures
email
last changed	2003/05/16 20:58

_id	1ffd
authors	Dave, Bharat
year	1995
title	Towards Distributed Computer-Aided Design Environments
source	Sixth International Conference on Computer-Aided Architectural Design Futures [ISBN 9971-62-423-0] Singapore, 24-26 September 1995, pp. 659-666
summary	Computing in architectural design has followed a number of different visions, hopes and research agendas. One of the dominant themes in design Computing seeks to support various activities of 'individual' designers acting within a 'personal' design realm. Parallel to this is another theme which seeks to blend computing aids into normal working environments of groups of designers. The recent interest in and resurgence of collaborative design tools are steps towards what we view as an emerging theme in design computing, namely distributed design environments. This paper describes experiments in collaborative design using computers, and their observations are used to suggest future directions for integrating computing and design in distributed environments.
keywords	Design Computing, Collaborative Work, Distributed Processing, Design Services, Design Products
series	CAAD Futures
email
last changed	2003/05/16 20:58

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