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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	acadia23_v3_157
id	acadia23_v3_157
authors	C Niquille, Simone
year	2023
title	Model Home
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	Well, hello. Thanks for having me. Hopefully, not everyone is too exhausted. But we'll get through it. So, you know, in some ways I feel like a guest, an intruder -- there's different words -- to a conference such as this. I am trained as a graphic designer and a photographer. But somehow, you know, I find myself between disciplines. And one of them is architecture. What we will talk about today is a project that started around 2018 called ""Model Home"", which is sort of the larger chapter. Most of the work I do is either in writing essays, as well as film. There's not enough time to show the film today, but if you are interested, just come and ask me after.
series	ACADIA
type	keynote
email
last changed	2024/04/17 13:59

_id	acadia23_v3_95
id	acadia23_v3_95
authors	Choma , Joseph
year	2023
title	Innovative Research Award of Excellence
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	Transforming a single, flat sheet of material into a rigid, three-dimensional structure through folding seems simple and straightforward. However, it is precisely that self-explanatory nature of folding that is so attractive. When reflecting on my research in the area of foldable structures and materials, a series of conceptual ideas resonates with the work beyond the literal technical contributions (images 1 to 4). There is nothing worse than seeing a student sitting at their desk, scratching their head, not knowing what to do. If you do not know what to do, do something. Sometimes within my research I do have a specific idea or problem which I am trying to solve. For example, designing an ultra-thin folded formwork for concrete casting. However, many times I just fold paper as a means to openly explore the unknown without any pragmatic agenda. In the end, both approaches (conceptually-driven and tool-driven) are equally valuable.
series	ACADIA
type	award
email
last changed	2024/04/17 13:59

_id	ijac202321406
id	ijac202321406
authors	da Silva Ruiz, Paulo Roberto; Claudia Maria de Almeida, Marcos Benedito Schimalski, Veraldo Liesenberg and Edson Aparecido Mitishita
year	2023
title	Multi-approach integration of ALS and TLS point clouds for a 3-D building modeling at LoD3
source	International Journal of Architectural Computing 2023, Vol. 21 - no. 4, 652-678
summary	Registering, documenting, updating, revitalizing, expanding, and renovating old urban buildings require proper documentation. The adoption of 3D survey techniques is essential to grant efficiency and agility to such purposes. This article discusses a multi-approach integration of Light Detection and Ranging (LiDAR) data collected by aerial and terrestrial platforms, meant for the 3D modeling of a building at Level of Detail 3. The selected building presents challenging elements for modeling, such as blocks with different heights and indented facades. It is located on the campus of the Federal University of Paraná (UFPR) in Curitiba, Brazil, on a site with irregular terrain and surrounded by trees, what made the terrestrial laser scanning process difficult. For its three-dimensional reconstruction, data from an Aerial Laser Scanning system were integrated with data from a Terrestrial Laser Scanner (TLS). Based on the 3D modeling, an as-is Building Information Modeling model of the building’s exterior was created. To validate the results, measurements of the building were obtained by means of an Electronic Distance Measurement (EDM) device and they were then compared with measurements extracted from the point cloud-based BIM model. The results demonstrate that there was a correspondence between the EDM and the LiDAR-derived measures, attaining a satisfactory statistical agreement. The article focuses on the accuracy of LiDAR models for the cadastral update of buildings, providing information for decision making in documentation projects and construction interventions. The main contribution of this work consists in a multi-approach workflow for delivering an effective and precise solution for accomplishing an as-is BIM documentation, highlighting advantages, drawbacks, and the potential of this set of methods for integrating multi-source LiDAR point clouds.
keywords	3D Modelling, BIM, Aerial Laser Scanner, Terrestrial Laser Scanner, LiDAR
series	journal
last changed	2024/04/17 14:30

_id	ecaade2023_000
id	ecaade2023_000
authors	Dokonal, Wolfgang, Hirschberg, Urs and Wurzer, Gabriel
year	2023
title	eCAADe 2023 Digital Design Reconsidered - Volume 1
doi	https://doi.org/10.52842/conf.ecaade.2023.1.001
source	Dokonal, W, Hirschberg, U and Wurzer, G (eds.), Digital Design Reconsidered - Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023) - Volume 1, Graz, 20-22 September 2023, 905 p.
summary	The conference logo is a bird’s eye view of spiral stairs that join and separate – an homage to the famous double spiral staircase in Graz, a tourist attraction of this city and a must-see for any architecturally minded visitor. Carved out of limestone, the medieval construction of the original is a daring feat of masonry as well as a symbolic gesture. The design speaks of separation and reconciliation: The paths of two people that climb the double spiral stairs separate and then meet again at each platform. The relationship between architectural design and the growing digital repertoire of tools and possibilities seems to undergo similar cycles of attraction and rejection: enthusiasm about digital innovations – whether in Virtual Reality, Augmented Reality, Energy Design, Robotic Fabrication, the many Dimensions of BIM or, as right now, in AI and Machine Learning – is typically followed by a certain disillusionment and a realization that the promises were somewhat overblown. But a turn away from these digital innovations can only be temporary. In our call for papers we refer to the first and second ‘digital turns’, a term Mario Carpo coined. Yes, it’s a bit of a pun, but you could indeed see these digital turns in our logo as well. Carpo would probably agree that design and the digital have become inseparably intertwined. While they may be circling in different directions, an innovative rejoinder is always just around the corner. The theme of the conference asked participants to re-consider the relationship between Design and the Digital. The notion of a cycle is already present in the syllable “re”. Indeed, 20 years earlier, in 2003, we held an ECAADE conference in Graz simply under the title “Digital Design” and our re-using – or is it re-cycling? – the theme can be seen as the completion of one of those cycles described above: One level up, we meet again, we’ve come full circle. The question of the relationship between Design and the Digital is still in flux, still worthy of renewed consideration. There is a historical notion implicit in the theme. To reconsider something, one needs to take a step back, to look into the past as well as into the future. Indeed, at this conference we wanted to take a longer view, something not done often enough in the fast-paced world of digital technology. Carefully considering one’s past can be a source of inspiration. In fact, the double spiral stair that inspired our conference logo also inspired many architects through the ages. Konrad Wachsmann, for example, is said to have come up with his famous Grapevine assembly system based on this double spiral stair and its intricate joinery. More recently, Rem Koolhaas deemed the double spiral staircase in Graz important enough to include a detailed model of it in his “elements of architecture” exhibition at the Venice Biennale in 2014. Our interpretation of the stair is a typically digital one, you might say. First of all: it’s a rendering of a virtual model; it only exists inside a computer. Secondly, this virtual model isn’t true to the original. Instead, it does what the digital has made so easy to do: it exaggerates. Where the original has just two spiral stairs that separate and join, our model consists of countless stairs that are joined in this way. We see only a part of the model, but the stairs appear to continue in all directions. The implication is of an endless field of spiral stairs. As the 3D model was generated with a parametric script, it would be very easy to change all parameters of it – including the number of stairs that make it up. Everyone at this conference is familiar with the concept of parametric design: it makes generating models of seemingly endless amounts of connected spiral stairs really easy. Although, of course, if we’re too literal about the term ‘endless’, generating our stair model will eventually crash even the most advanced computers. We know that, too. – That's another truth about the Digital: it makes a promise of infinity, which, in the end, it can’t keep. And even if it could: what’s the point of just adding more of the same: more variations, more options, more possible ways to get lost? Doesn’t the original double spiral staircase contain all those derivatives already? Don’t we know that ‘more’ isn’t necessarily better? In the original double spiral stair the happy end is guaranteed: the lovers’ paths meet at the top as well as when they exit the building. Therefore, the stair is also colloquially known as the Busserlstiege (the kissing stair) or the Versöhnungsstiege (reconciliation stair). In our digitally enhanced version, this outcome is no longer clear: we can choose between multiple directions at each level and we risk losing sight of the one we were with. This is also emblematic of our field of research. eCAADe was founded to promote “good practice and sharing information in relation to the use of computers in research and education in architecture and related professions” (see ecaade.org). That may have seemed a straightforward proposition forty years ago, when the association was founded. A look at the breadth and depth of research topics presented and discussed at this conference (and as a consequence in this book, for which you’re reading the editorial) shows how the field has developed over these forty years. There are sessions on Digital Design Education, on Digital Fabrication, on Virtual Reality, on Virtual Heritage, on Generative Design and Machine Learning, on Digital Cities, on Simulation and Digital Twins, on BIM, on Sustainability, on Circular Design, on Design Theory and on Digital Design Experimentations. We hope you will find what you’re looking for in this book and at the conference – and maybe even more than that: surprising turns and happy encounters between Design and the Digital.
series	eCAADe
email
last changed	2023/12/10 10:49

_id	ecaade2023_001
id	ecaade2023_001
authors	Dokonal, Wolfgang, Hirschberg, Urs and Wurzer, Gabriel
year	2023
title	eCAADe 2023 Digital Design Reconsidered - Volume 2
doi	https://doi.org/10.52842/conf.ecaade.2023.2.001
source	Dokonal, W, Hirschberg, U and Wurzer, G (eds.), Digital Design Reconsidered - Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023) - Volume 2, Graz, 20-22 September 2023, 899 p.
summary	The conference logo is a bird’s eye view of spiral stairs that join and separate – an homage to the famous double spiral staircase in Graz, a tourist attraction of this city and a must-see for any architecturally minded visitor. Carved out of limestone, the medieval construction of the original is a daring feat of masonry as well as a symbolic gesture. The design speaks of separation and reconciliation: The paths of two people that climb the double spiral stairs separate and then meet again at each platform. The relationship between architectural design and the growing digital repertoire of tools and possibilities seems to undergo similar cycles of attraction and rejection: enthusiasm about digital innovations – whether in Virtual Reality, Augmented Reality, Energy Design, Robotic Fabrication, the many Dimensions of BIM or, as right now, in AI and Machine Learning – is typically followed by a certain disillusionment and a realization that the promises were somewhat overblown. But a turn away from these digital innovations can only be temporary. In our call for papers we refer to the first and second ‘digital turns’, a term Mario Carpo coined. Yes, it’s a bit of a pun, but you could indeed see these digital turns in our logo as well. Carpo would probably agree that design and the digital have become inseparably intertwined. While they may be circling in different directions, an innovative rejoinder is always just around the corner. The theme of the conference asked participants to re-consider the relationship between Design and the Digital. The notion of a cycle is already present in the syllable “re”. Indeed, 20 years earlier, in 2003, we held an ECAADE conference in Graz simply under the title “Digital Design” and our re-using – or is it re-cycling? – the theme can be seen as the completion of one of those cycles described above: One level up, we meet again, we’ve come full circle. The question of the relationship between Design and the Digital is still in flux, still worthy of renewed consideration. There is a historical notion implicit in the theme. To reconsider something, one needs to take a step back, to look into the past as well as into the future. Indeed, at this conference we wanted to take a longer view, something not done often enough in the fast-paced world of digital technology. Carefully considering one’s past can be a source of inspiration. In fact, the double spiral stair that inspired our conference logo also inspired many architects through the ages. Konrad Wachsmann, for example, is said to have come up with his famous Grapevine assembly system based on this double spiral stair and its intricate joinery. More recently, Rem Koolhaas deemed the double spiral staircase in Graz important enough to include a detailed model of it in his “elements of architecture” exhibition at the Venice Biennale in 2014. Our interpretation of the stair is a typically digital one, you might say. First of all: it’s a rendering of a virtual model; it only exists inside a computer. Secondly, this virtual model isn’t true to the original. Instead, it does what the digital has made so easy to do: it exaggerates. Where the original has just two spiral stairs that separate and join, our model consists of countless stairs that are joined in this way. We see only a part of the model, but the stairs appear to continue in all directions. The implication is of an endless field of spiral stairs. As the 3D model was generated with a parametric script, it would be very easy to change all parameters of it – including the number of stairs that make it up. Everyone at this conference is familiar with the concept of parametric design: it makes generating models of seemingly endless amounts of connected spiral stairs really easy. Although, of course, if we’re too literal about the term ‘endless’, generating our stair model will eventually crash even the most advanced computers. We know that, too. – That's another truth about the Digital: it makes a promise of infinity, which, in the end, it can’t keep. And even if it could: what’s the point of just adding more of the same: more variations, more options, more possible ways to get lost? Doesn’t the original double spiral staircase contain all those derivatives already? Don’t we know that ‘more’ isn’t necessarily better? In the original double spiral stair the happy end is guaranteed: the lovers’ paths meet at the top as well as when they exit the building. Therefore, the stair is also colloquially known as the Busserlstiege (the kissing stair) or the Versöhnungsstiege (reconciliation stair). In our digitally enhanced version, this outcome is no longer clear: we can choose between multiple directions at each level and we risk losing sight of the one we were with. This is also emblematic of our field of research. eCAADe was founded to promote “good practice and sharing information in relation to the use of computers in research and education in architecture and related professions” (see ecaade.org). That may have seemed a straightforward proposition forty years ago, when the association was founded. A look at the breadth and depth of research topics presented and discussed at this conference (and as a consequence in this book, for which you’re reading the editorial) shows how the field has developed over these forty years. There are sessions on Digital Design Education, on Digital Fabrication, on Virtual Reality, on Virtual Heritage, on Generative Design and Machine Learning, on Digital Cities, on Simulation and Digital Twins, on BIM, on Sustainability, on Circular Design, on Design Theory and on Digital Design Experimentations. We hope you will find what you’re looking for in this book and at the conference – and maybe even more than that: surprising turns and happy encounters between Design and the Digital.
series	eCAADe
type	normal paper
email
last changed	2024/08/29 08:36

_id	ijac202321101
id	ijac202321101
authors	Haakonsen, Sverre Magnus; Anders Ronnquist; Nathalie Labonnote
year	2023
title	Fifty years of shape grammars: A systematic mapping of its application in engineering and architecture
source	International Journal of Architectural Computing 2023, Vol. 21 - no. 1, pp. 5–22
summary	Shape grammars allow a designer to explore a diverse and broad design space. Especially among architects and engineers, the opportunity to evaluate numerous alternatives in the conceptual phase facilitates creativity. Since the introduction of shape grammars 50 years ago, significant research and development have been performed: new applications, combinations with optimisation and integration in digital environments, among others. Consequently, there is a need to map the existing literature to encourage further progress in the field and a lower threshold for those interested in learning more about shape grammars. This study, therefore, presents a systematic mapping of shape grammars in architecture and engineering. Mapping is performed by identifying a query of relevant keywords used in five databases, with the results forming the basis of the mapping. Each of the included articles is then screened to filter out those that do not fit the content criteria. The remaining publications are then evaluated and organised based on the attributes’ application, research type, implementation, engineering and optimisation. The outcome is organised in explanatory illustrations and tables. The final discussion highlights the extensive work performed with shape grammars in the generation of two-dimensional floor plans, an increase in digital development in recent years and the need for further research. The findings indicate a gap between the state of the art and the necessary level of applicability for shape grammars to be an attractive design tool, especially for non-experts.
keywords	systematic mapping, shape grammars, architecture, engineering, optimisation, implementation
series	journal
last changed	2024/04/17 14:30

_id	ecaaderis2023_41
id	ecaaderis2023_41
authors	Hadighi, Mahyar and Hadighi, Mehrdad
year	2023
title	Between System and Improvisation: Aesthetic performance in Donald Judd’s 100 untitled works in mill aluminum
source	De Luca, F, Lykouras, I and Wurzer, G (eds.), Proceedings of the 9th eCAADe Regional International Symposium, TalTech, 15 - 16 June 2023, pp. 79–88
summary	In this paper, we intend to analyze Donald Judd’s “100 untiled works in mill aluminum” to see whether they belong to a system, and, if so, what that system is and what delimits it. Our hypothesis is that there is a system driven by shape data, but the system is tempered by improvisational moments at multiple junctures in the project. We are interested in deciphering the systematic, but also the moments of artistic improvisation. To that end, we will look at the roots of data-driven design in the “serial” artworks of the early 1960’s documented in two Artforum essays by Bochner and Coplans, both citing Donald Judd. This period of artistic production is critical in the context of the development of shape grammars in computation which followed in the early 70’s with Stiny and Gips’s Shape Grammar essay. In 1983, Knight used shape grammar to describe the transformation of design languages. In the same period, Donald Judd, without the aid of computation or knowledge of shape grammar, developed a grammar towards the design of “100 untiled works in mill aluminum.” We intend to explore Judd’s 100 works as an example of the utilization of information and its analysis towards design and innovation, and to highlight the role of artistic improvisation in a systemic design process.
keywords	Donald Judd, Design System, Shape Grammar, Serial Art.
series	eCAADe
email
last changed	2024/02/05 14:28

_id	acadia23_v3_169
id	acadia23_v3_169
authors	Kanngieser, AM
year	2023
title	Ethics and Ecocidal Listening: Oceanic Refractions as an Artistic Case Study
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	In 2018 I was invited to visit the archipelago of Kiribati, located in the Pacific Ocean around 1000 miles from Hawaii. A big ocean state, Kiribati holds a land mass of around 315 sq. miles and an oceanic economic zone of 1,328,890 sq. mi. Tarawa, the most inhabited of the islands peaks at around 3 m above sea level. I went to Kiribati in part to meet with Dr Teweiariki Teaero, a renowned scholar, poet and educator who had directed the Oceania Center at the University of the South Pacific in Fiji for many years before returning to his homeland where at the time he had been planning on running for government. Teweiariki spoke with me at length about the status of Kiribati as one of the already most critically affected frontline nations. I asked him what was a lesson for non-Pacific Islanders to learn about understanding everyday life there. He said to me “Two ears, one mouth, don’t talk too much. Learn to listen more. Not only to hear, but to be able to develop another thing and that is to be able to interpret. These things are different, they occur at different levels. The hearing and the interpretation of the sound…it’s very much part of our world” (Teaero 2018).
series	ACADIA
type	keynote
email
last changed	2024/04/17 14:00

_id	ijac202321404
id	ijac202321404
authors	Melih, Kamaoglu
year	2023
title	The idea of evolution in digital architecture: Toward united ontologies?
source	International Journal of Architectural Computing 2023, Vol. 21 - no. 4, 622-634
summary	Humans have always sought to grasp nature’s working principles and apply acquired intelligence to artefacts since nature has always been the source of inspiration, solution and creativity. For this reason, there is a comprehensive interrelationship between the philosophy of nature and architecture. After Charles Darwin’s revolutionary work, living beings have started to be comprehended as changing, evolving and developing dynamic entities. Evolution theory has been accepted as the interpretive power of biology after several discussions and objections among scientists. In time, the working principles of evolutionary mechanisms have begun to be explained from genetic code to organism and environmental level. Afterwards, simulating nature’s evolutionary logic in the digital interface has become achievable with computational systems’ advancements. Ultimately, architects have begun to utilise evolutionary understanding in design theories and methodologies through computational procedures since the 1990s. Although several studies about technical and pragmatic elements of evolutionary tools in design, there is still little research on the historical, theoretical and philosophical foundations of evolutionary understanding in digital architecture. This paper fills this literature gap by critically reviewing the evolutionary understanding embedded in digital architecture theories and designs since the beginning of the 1990s. The original contribution is the proposed intellectual framework seeking to understand and conceptualise how evolutionary processes were defined in biology and philosophy, then represented through computational procedures, to be finally utilised by architectural designers. The network of references and concepts is deeply connected with the communication between natural processes and their computational simulations. For this reason, another original contribution is the utilisation of theoretical limits and operative principles of computation procedures to shed light on the limitations, shortcomings and potentials of design theories regarding their speculations on the relationship between natural and computational ontologies.
keywords	Evolution, computation, digital architecture, ontology, architectural theory
series	journal
last changed	2024/04/17 14:30

_id	ijac202321409
id	ijac202321409
authors	Pinto de Oliveira e Sousa, Marcela Noronha and Fabiano Rogerio Correa
year	2023
title	Towards digital twins for heritage buildings: A workflow proposal
source	International Journal of Architectural Computing 2023, Vol. 21 - no. 4, 712-729
summary	There has been a recent interest in the field of digital heritage to advance historic building information modeling (HBIM) towards digital twins (DT). This paper investigates the potential and limitations of HBIM use as DTs through a systematic mapping of literature (SML). The conclusions were applied in an incremental and low-code workflow to model historic buildings aiming at achieving a trade-off between a high degree of parametrization and a high degree of geometric accuracy. The proposed workflow is illustrated through a parametric script developed with visual programming in Grasshopper for Rhino 3D to model historic columns from profiles. VisualARQ for Rhino 3D is used to convert the script into a BIM object that uses profiles, automatically extracted from a point cloud acquired with 3D laser scanning, as an initial shape. This results in a simpler workflow to achieve more accurate HBIM models that could be leveraged in DT simulations.
keywords	HBIM, Digital Twin, systematic mapping of literature, parametric modeling, NURBS
series	journal
last changed	2024/04/17 14:30

_id	ecaaderis2023_51
id	ecaaderis2023_51
authors	Sepúlveda, Abel
year	2023
title	Closing the Gap Between Research and Practice for Sustainable Urban Densification: Experiences and Findings from the RIS2023 Workshop
source	De Luca, F, Lykouras, I and Wurzer, G (eds.), Proceedings of the 9th eCAADe Regional International Symposium, TalTech, 15 - 16 June 2023, pp. 177–182
summary	More than the half of world population live in urban areas, and there will be an important need to densify cities. Urban densification will lead to cities with higher level of obstruction due to new surrounding buildings compromising daylight, energy consumption, view out, solar access among others sustainability aspects, which are often in conflict during renovation and early design stages of urban areas. There are novel fast design workflows based on prediction formulas that do not rely on the traditional and time-consuming approach based on daylight/thermal modelling-simulation. The main aim of this 7-hours workshop celebrated within the RIS23 international conference is to teach young designers how to use a novel urban densification method based on prediction formulas implemented as Grasshopper plug-ins in Rhinoceros. This paper describes the motivations of this workshop, a brief explanation of the design workflow taught and the different densification strategies proposed by each participant, highlighting their pros and cons as well as feedback of the design workflow itself.
keywords	Education, Workshop, Future Cities, Human Comfort, Daylight, Building Massing, Urban Planning
series	eCAADe
email
last changed	2024/02/05 14:28

_id	ecaade2023_389
id	ecaade2023_389
authors	Szentesi-Nejur, Szende, de Luca, Francesco, Nejur, Andrei and Madelat, Payam
year	2023
title	Early Design Clustering Method Considering Equitable Daylight Distribution in The Adaptive Re-Use of Heritage Buildings
doi	https://doi.org/10.52842/conf.ecaade.2023.2.105
source	Dokonal, W, Hirschberg, U and Wurzer, G (eds.), Digital Design Reconsidered - Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023) - Volume 2, Graz, 20-22 September 2023, pp. 105–114
summary	The re-use of existing buildings is gaining importance worldwide in the context of the carbon reduction efforts. In the case of Québec City there is a large number of heritage buildings that are currently unused. There are ongoing projects to breathe new life in these buildings, mainly by converting them in residential units. At the same time there is a growing preoccupation in Québec province towards energy efficiency and proper daylighting in both new and existing buildings. This is reflected in the emergence of new regulations concerning new buildings. In relation to existing buildings there are no regulations, but optimal daylight is a desired feature that can contribute significantly to the quality and attractiveness of newly designed spaces in the existing premises. In the case of heritage buildings, the additional conceptual challenge is to create properly daylit spaces while maintaining the character defining elements of the building, including facades and openings. Therefore, a digital workflow was developed to be integrated in the earliest schematic phase of design to ensure an equitable distribution of existing daylight in the newly created spatial units of heritage buildings. The method is based on an adapted constrained K-means clustering algorithm that works on daylight simulation data.
keywords	adaptive re-use, heritage buildings, daylight optimization, clustering method, early design digital tools
series	eCAADe
email
last changed	2023/12/10 10:49

_id	acadia23_v3_103
id	acadia23_v3_103
authors	Tehrani, Nader
year	2023
title	Digital Practice Award of Excellence
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 terms research, practice, and pedagogy form a trinity that many architectural academics share as an ethic—that when left unchecked can easily lapse into cliché. In this sense, establishing a set of principles around the three terms is an important step to articulate their meanings, practices, and motivations. In this instance, I might supplant “play” for research, “resistance” for practice, and “learning” for teaching, if not to polemicize the terms, but simply to clarify how behind the declaration of titles there almost always lies other activities that characterize our work in a more productive way. For all the weight that bears on research practices in both history and the sciences—and from which we borrow as architects—the process of design most resembles a form of play, a term frequently demoted for its lack of scholarly connotations. Still, it is in this very play that the designer solves riddles, uncovers patterns, and makes forensic discoveries. For all the conceptual questions posed by academics at large, the architect’s agency revolves around their ability to translate them into formal, spatial, and material specifications, however speculatively. Consider the sheer pleasure of being able to produce new forms of knowledge through play, that in the establishment of principles, truths may be uncovered a posteriori through the interplay of accident, happenstance, and a bit of failure.
series	ACADIA
type	award
email
last changed	2024/04/17 13:59

_id	ecaaderis2023_35
id	ecaaderis2023_35
authors	Tomiæ, Jovana, Krasiæ, Sonja, Nikoliæ, Marko and Kociæ, Nastasija
year	2023
title	Generative Methods in Kindergarten Designing
source	De Luca, F, Lykouras, I and Wurzer, G (eds.), Proceedings of the 9th eCAADe Regional International Symposium, TalTech, 15 - 16 June 2023, pp. 61–68
summary	There are many obese children worldwide, for which the lack of physical activity is the main reason. During early childhood, children spend most of the day in kindergartens. Many studies show that the kindergarten environment can form a suitable context for implementing interventions to engage in physical activity through its functional organization. This paper offers an algorithm for floor plan generation to ensure all necessary daily activities in the kindergarten with the increase of movement as a physical activity of moderate intensity with a tendency towards values recommended by the World Health Organization. Magnetizing Floor Plan Generator is chosen as a tool for generating floor plans with input data: space for each activity represented as a room with the area necessary for carrying out activities and the connections between them according to kindergarten guidelines. In the Galapagos component in Grasshopper, the fitness function will then be set to increase the corridor area, and finally, through iterations, a solution with the largest corridor area will be obtained, i.e., potentially the longest movement path.
keywords	Generative Design, Evolutionary Strategy, Single-objective optimization, Floor plans generation, Magnetizing Floor Plan Generator, Movement
series	eCAADe
email
last changed	2024/02/05 14:28

_id	caadria2023_38
id	caadria2023_38
authors	Xu, Qingru Mirah, Garcia del Castillo Lopez, Jose Luis and Samuelson, Holly Wasilowski
year	2023
title	Towards a Decision Framework Integrating Physics-Based Simulation and Machine Learning in Conceptual Design
doi	https://doi.org/10.52842/conf.caadria.2023.2.371
source	Immanuel Koh, Dagmar Reinhardt, Mohammed Makki, Mona Khakhar, Nic Bao (eds.), HUMAN-CENTRIC - Proceedings of the 28th CAADRIA Conference, Ahmedabad, 18-24 March 2023, pp. 371–380
summary	Researchers have leveraged machine learning technologies and physics-based modelling and simulation techniques to generate fast predictions of factors relevant to building daylighting, energy use, and other performance metrics. However, in the current literature, there is no generalized method outlining the thought process behind whether to implement physics-based simulation, machine learning, or both methods. This paper first proposes a conceptual framework that identifies the considerations researchers might ask when developing their workflow. Second, it presents an example case study developed according to the framework. The case study used daylight simulation and parametric modelling software to generate synthetic data automatically to train a conditional generative adversarial framework. The model was hosted on an interactive web app allowing users to create their building designs and provide design performance metrics and improved design simultaneously.
keywords	Physic-based Modelling and Simulation, Physics-based Machine Learning, Early Design, Architecture, Research Development
series	CAADRIA
email
last changed	2023/06/15 23:14

_id	cdrf2023_153
id	cdrf2023_153
authors	Xuexin Duan, Patrik Schumacher
year	2023
title	Optimizing for Orientation in Complex Spaces
doi	https://doi.org/https://doi.org/10.1007/978-981-99-8405-3_13
source	Proceedings of the 2023 DigitalFUTURES The 5st International Conference on Computational Design and Robotic Fabrication (CDRF 2023)
summary	In response to the increasing demand for collaboration and knowledge exchange within Postfordist network society, both virtual and physical spaces are becoming more and more complex. Therefore the orientation within these increasingly complex and information-rich scenes becomes a problem that architectural design must address. The goal of this research is to upgrade architectural design competency in this respect by setting up a workflow for evaluating and optimizing the legibility of complex scenes. This paper introduces a novel research approach focused on the recognizability of salient interaction offerings within complex spatial settings, by using machine learning. A systematic workflow is being developed for simulations that appraise and rank design proposals with respect to the trade-off between scene complexity and legibility. The authors explore the research through a series of simulation experiments concerned with semantic segmentation, i.e. with distinguishing and classifying relevant features in a large complex visual field. The paper first describes the method of setting up the measurement of complexity and ease of recognition, and then illustrates how a trained neural network can be used to evaluate and rank a series of design proposals (with systematically varied degree of complexity) on the basis of their recognizability. While the paper found that the hypothesis of a statistical inverse correlation or trade-off between complexity and recognizability holds, for each degree of complexity there are several design options with different degrees of recognizability. Therefore this approach allows to optimize the design of complex scenes in terms of the crucial criterion of legibility.
series	cdrf
email
last changed	2024/05/29 14:04

_id	acadia23_v3_77
id	acadia23_v3_77
authors	Zahiri, Nima
year	2023
title	Heigh-active Wood: Elasticity, Anisotropicity, and Hygroscopicity in Timber High-Rises
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 term ‘height-active’ coined by Heino Engel refers to “structure systems, of which the main task is to collect loads from horizontal planes . . . and to vertically transmit them to the base . . . or high-rises accordingly.” (Engel 2013, 14) The focus of this paper is on the characteristics of height-active wood structures due to their vertical extension and susceptibility to horizontal loading. We shall argue that “more innovation can be expected from the advanced understanding of material characteristics, which can be integrated and taken advantage of in the design process, rather than homogenized, approximated or ignored.” (Correa, Krieg and Meyboom 2019, 74) Conventional construction, insofar, has employed linear and planar wood elements in a hierarchical manner. There is an interest to take advantage of wood’s flexibility to innovate free-form high-rise wood structures. Digitized material application of wood has a wide range of technical and functional adaptation. This field notes essay highlights the importance of three main material characteristics of wood – elasticity, anisotropicity, hygroscopicity – for structural design typology of evolving high-rise endeavors.
series	ACADIA
type	field note
email
last changed	2024/04/17 13:59

_id	ijac202321102
id	ijac202321102
authors	Özerol, Gizem; Semra Arslan Selçuk
year	2023
title	Machine learning in the discipline of architecture: A review on the research trends between 2014 and 2020
source	International Journal of Architectural Computing 2023, Vol. 21 - no. 1, pp. 23–41
summary	Abstract Through the recent technological developments within the fourth industrial revolution, artificial intelligence (AI) studies have had a huge impact on various disciplines such as social sciences, information communication technologies (ICTs), architecture, engineering, and construction (AEC). Regarding decision-making and forecasting systems in particular, AI and machine learning (ML) technologies have provided an opportunity to improve the mutual relationships between machines and humans. When the connection between ML and architecture is considered, it is possible to claim that there is no parallel acceleration as in other disciplines. In this study, and considering the latest breakthroughs, we focus on revealing what ML and architecture have in common. Our focal point is to reveal common points by classifying and analyzing current literature through describing the potential of ML in architecture. Studies conducted using ML techniques and subsets of AI technologies were used in this paper, and the resulting data were interpreted using the bibliometric analysis method. In order to discuss the state-of-the-art research articles which have been published between 2014 and 2020, main subjects, subsets, and keywords were refined through the search engines. The statistical figures were demonstrated as huge datasets, and the results were clearly delineated through Sankey diagrams. Thanks to bibliometric analyses of the current literature of WOS (Web of Science), CUMINCAD (Cumulative Index about publications in Computer Aided Architectural Design supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD, and CAAD futures), predictable data have been presented allowing recommendations for possible future studies for researchers.
keywords	Artificial intelligence, machine learning, deep learning, architectural research, bibliometric analysis
series	journal
last changed	2024/04/17 14:30

_id	ijac202321408
id	ijac202321408
authors	Çiçek, Selen; Gozde Damla Turhan and Aybüke Taºer
year	2023
title	Deterioration of pre-war and rehabilitation of post-war urbanscapes using generative adversarial networks
source	International Journal of Architectural Computing 2023, Vol. 21 - no. 4, 695-711
summary	The urban built environment of contemporary cities confronts a constant risk of deterioration due to natural or artificial reasons. Especially political aggression and war conflicts have significant destructive effects on architectural and cultural heritage buildings. The post-war urbanscapes demonstrate the striking effects of the armed conflicts during the hot war encounters. However, the residues of the urbanscapes become the actual indicators of damage and loss. Since today we can make future predictions using a variety of machine learning algorithms, it is possible to represent hybrid projections of urban heterotopias. In this context, this research proposes to explore dystopian post-war projections for modern cities based on their architectural styles and demonstrate the utopian scenarios of rehabilitation possibilities for the damaged urban built environment of post-war cities by using generative adversarial network (GAN) algorithms. Two primary datasets containing the post-war and pre-war building facades have been given as the input data for the CycleGAN and pix2pix GAN models. Thus, two different image-to-image GAN models have been compared regarding their ability to produce legible building facade projections in architectural features. Besides, the machine learning process results have been discussed in terms of cities’ utopian and dystopian future predictions, demonstrating the war conflicts’ immense effects on the built environment. Moreover, the immediate consequence of the destructive aggression on tangible and intangible architectural heritage would become visible to inhabitants and policymakers when the AI-generated rehabilitation potentials have been exposed.
keywords	Post-war, urban rehabilitation, generative adversarial network, CycleGAN, pix2pix GAN, machine learning, artificial intelligence
series	journal
last changed	2024/04/17 14:30

_id	caadria2023_70
id	caadria2023_70
authors	Al-Douri, Firas, Yan, Wei and Jahic, Edin
year	2023
title	Campusim: An Integrated Parametric BIM for Campus Design Simulation and Optimization
doi	https://doi.org/10.52842/conf.caadria.2023.2.471
source	Immanuel Koh, Dagmar Reinhardt, Mohammed Makki, Mona Khakhar, Nic Bao (eds.), HUMAN-CENTRIC - Proceedings of the 28th CAADRIA Conference, Ahmedabad, 18-24 March 2023, pp. 471–480
summary	Although simulation models have been recently employed to model and examine pedestrian behavior in urban areas, comparable research has not been pursued in campus environments despite their importance as a critical area of inquiry. Those models' paucity and methodological limitations suggest investigating new research and design strategies to objectively assess and describe how the qualities of campus spaces and zones influence human behavior and, hence, predict the patterns of users' interaction and space usage. Those patterns and their impact on health have been pointed out as critical to the relationship among public space and quality of life due to Covid-19. There is an urgent need to develop decision support tools that would support interactive design processes and enhance the quality of open space design in terms of sense of space, place-making, and user interaction. To that goal, this study has proposed the integrated parametric BIM-based campus life simulation "CampuSIM" as a method for parametrization of the qualities of pedestrian campus zones and spaces. The study proposed the use of multi-objective optimization methods to fulfill various campus quantifiable and non-quantifiable design objectives. The significance of the proposed tool will result from its potential application in a wide range of complex, dynamic pedestrian behavior scenarios such as flows, social simulations, and design.
keywords	Campus Modelling, Campus Master Planning, Campus Design, Parametric Modelling, BIM, Design Optimization
series	CAADRIA
email
last changed	2023/06/15 23:14

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