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	ecaade2014_149
id	ecaade2014_149
authors	Matthias Standfest
year	2014
title	Unsupervised Symmetric Polygon Mesh Mapping - The Dualism of Mesh Representation and Its Implementation for Many Layered Self-Organizing Map Architectures
source	Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 1, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 505-513
doi	https://doi.org/10.52842/conf.ecaade.2014.1.505
wos	WOS:000361384700050
summary	With this paper we present a fully automated semantic shape similarity detection based on N-rings with further potential for shape synthesis in a topological correct feature space. Therefore a way of symmetric encoding of geometry, optimized for the use as feature-vector in self-organizing maps, is introduced. Furthermore we present a modified kernel for the detection of the best matching unit in self-organizing maps especially designed for a data topology differing from the default predecessor/successor structure. Finally we provide the results of a conducted experiment clustering building blocks of an area in Zürich, Switzerland.
keywords	Unsupervised machine learning; geometry clustering; self-organizing map; mesh synthesis; probabilistic modelling
series	eCAADe
email
last changed	2022/06/07 07:58

_id	acadia14projects_87
id	acadia14projects_87
authors	Ahrens, Chandler; Sprecher, Aaron; Neuman, Eran
year	2014
title	WHITEOUT: Topological evolution of embedded geometries
source	ACADIA 14: Design Agency [Projects of the 34th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 9789126724478]Los Angeles 23-25 October, 2014), pp. 87-90
doi	https://doi.org/10.52842/conf.acadia.2014.087
summary	Whiteout documents the design, fabrication and installation of a full scale prototype using a predictive mesh relaxation algorithm while the physical construct made from white spandex fabric, steel tube, wood members and aluminum connectors verifies the virtual assumptions.
keywords	Material Logics and Tectonics
series	ACADIA
type	Research Projects
email
last changed	2022/06/07 07:54

_id	ecaade2024_167
id	ecaade2024_167
authors	Alammar, Ammar; Alymani, Abdulrahman; Jabi, Wassim
year	2024
title	Building Energy Efficiency Estimations with Random Forest for Single and Multi-Zones
source	Kontovourkis, O, Phocas, MC and Wurzer, G (eds.), Data-Driven Intelligence - Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024, Volume 2, pp. 365–374
doi	https://doi.org/10.52842/conf.ecaade.2024.2.365
summary	Surrogate models (SM) present an opportunity for rapid assessment of a building's performance, surpassing the pace of simulation-based methods. Setting up a simulation for a single concept involves defining numerous parameters, disrupting the architect's creative flow due to extended simulation run times. Therefore, this research explores integrating building energy analysis with advanced machine learning techniques to predict heating and cooling loads (KWh/m2) for single and multi-zones in buildings. To generate the dataset, the study adopts a parametric generative workflow, building upon Chou and Bui's (2014) methodology. This dataset encompasses multiple building forms, each with unique topological connections and attributes, ensuring a thorough analysis across varied building scenarios. These scenarios undergo thermal simulation to generate data for machine learning analysis. The study primarily utilizes Random Forest (RF) as a new technique to estimate the heating and cooling loads in buildings, a critical factor in building energy efficiency. Following that, A random search approach is utilized to optimize the hyperparameters, enhancing the robustness and accuracy of the machine learning models employed later in the research. The RF algorithms demonstrate high performance in predicting heating and cooling loads (KWh/m2), contributing to enhanced building energy efficiency. The study underscores the potential of machine learning in optimizing building designs for energy efficiency.
keywords	Heating and Cooling loads, Topology, Machine learning, Random Forest
series	eCAADe
email
last changed	2024/11/17 22:05

_id	caadria2014_047
id	caadria2014_047
authors	Dickinson, Susannah and Sheehan Wachter
year	2014
title	Nature as a Comprehensive Model: A Biomimetic Installation
source	Rethinking Comprehensive Design: Speculative Counterculture, Proceedings of the 19th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2014) / Kyoto 14-16 May 2014, pp. 627–636
doi	https://doi.org/10.52842/conf.caadria.2014.627
summary	The following group installation was part of a seminar on biomimetics at the University of Arizona, USA. The design began with research into various natural systems, namely cell growth and morphogenesis and digital tools. In nature cells contain preprogrammed responses based on intrinsic properties which allow for differentiation and adaptation to external forces. This logic of cell morphology was developed into the installation design. Form specificity and topological variation was developed through the manipulation of a material system, bending and loading identical components to adapt to external forces, such as the sun, while simultaneously navigating the site, providing structure and ultimately architectural space.
keywords	Biomimetics; pedagogy; simulation; design/build
series	CAADRIA
email
last changed	2022/06/07 07:55

_id	sigradi2014_084
id	sigradi2014_084
authors	Rosado, Camila Cardoso Pelá; David Moreno Sperling
year	2014
title	Diagrama: entre projeto e comunicação - o caso BIG [Diagram: between design and communication – the BIG case]
source	SiGraDi 2014 [Proceedings of the 18th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-9974-99-655-7] Uruguay - Montevideo 12 - 14 November 2014, pp. 572-576
summary	This paper presents part of a wider research on interfaces and processes in the production of spatialities in architecture, which focuses on the diagrams as ways of knowledge spatialization. The article is structured in two parts. The first systematizes theoretical aspects and proposes the concept of diagram as topological machine, from which are identified different modes of operation. The second part presents a case study about the diagrams produced by the Danish office BIG (Bjark Ingels Group) to mark one of the inflections of the diagrams in contemporary architecture, directed at communicative pragmatism.
keywords	Diagram; topological machine; design process; communicative pragmatism; BIG
series	SIGRADI
email
last changed	2016/03/10 09:59

_id	ecaade2014_230
id	ecaade2014_230
authors	Tsung-Hsien Wang
year	2014
title	Reasoning Spatial Relationships in Building Information Models using Voxels
source	Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 2, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 465-471
doi	https://doi.org/10.52842/conf.ecaade.2014.2.465
wos	WOS:000361385100049
summary	This paper investigates a voxel-based approach to automate the space construction of an ill-defined building information model, namely, a building model without specific spatial definitions. The objective is to provide a simplified representation through clustering voxels to reconstruct spaces, with which a spatial topological algorithm is designed to infer the implicit connectivity. This approach is treated as the first step to automate building information exchange for building performance simulation and knowledge-intensive reasoning.
keywords	Building information modelling; voxel; automatic building information exchange; topological spatial relationship
series	eCAADe
email
last changed	2022/06/07 07:57

_id	acadia14projects_247
id	acadia14projects_247
authors	Piaseczynska, Marta; Karaivanov, Rangel; Strohmayer, Jurgen
year	2014
title	Vertiguous Interiors
source	ACADIA 14: Design Agency [Projects of the 34th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 9789126724478]Los Angeles 23-25 October, 2014), pp. 247-250
doi	https://doi.org/10.52842/conf.acadia.2014.247.2
summary	The combination of composite fabrication methods and industrial-scale robotics allows us to investigate moving volumes as highly spatial, architectural installations. The complexity of this installation lies in the choreographed motion of two proto-architectural figures: two carbon-fibre shells are designed with interlocking apertures, structural ribs that accentuate the perceived motion from the inside, and degrees of translucency that create secondary apertures.
keywords	movement, robotics, composites, volume, live-feed, figure, Interactive Architecture,
series	ACADIA
type	Student's Research Projects
email
last changed	2022/06/07 08:00

_id	cdrf2023_273
id	cdrf2023_273
authors	Pixin Gong, Xiaoran Huang, Chenyu Huang, Shiliang Wang
year	2023
title	Modeling on Outdoor Thermal Comfort in Traditional Residential Neighborhoods in Beijing Based on GAN
source	Proceedings of the 2023 DigitalFUTURES The 5st International Conference on Computational Design and Robotic Fabrication (CDRF 2023)
doi	https://doi.org/https://doi.org/10.1007/978-981-99-8405-3_23
summary	With the support of new urban science and technology, the bottom-up and human-centered space quality research has become the key to delicacy urban governance, of which the Universal Thermal Climate Index (UTCI) have a severe influence. However, in the studies of actual UTCI, datasets are mostly obtained from on-site measurement data or simulation data, which is costly and ineffective. So, how to efficiently and rapidly conduct a large-scale and fine-grained outdoor environmental comfort evaluation based on the outdoor environment is the problem to be solved in this study. Compared to the conventional qualitative analysis methods, the rapidly developing algorithm-supported data acquisition and machine learning modelling are more efficient and accurate. Goodfellow proposed Generative Adversarial Nets (GANs) in 2014, which can successfully be applied to image generation with insufficient training data. In this paper, we propose an approach based on a generative adversarial network (GAN) to predict UTCI in traditional blocks. 36000 data samples were obtained from the simulations, to train a pix2pix model based on the TensorFlow framework. After more than 300 thousand iterations, the model gradually converges, where the loss of the function gradually decreases with the increase of the number of iterations. Overall, the model has been able to understand the overall semantic information behind the UTCI graphs to a high degree. Study in this paper deeply integrates the method of data augmentation based on GAN and machine learning modeling, which can be integrated into the workflow of detailed urban design and sustainable construction in the future.
series	cdrf
email
last changed	2024/05/29 14:04

_id	ecaade2014_021
id	ecaade2014_021
authors	Aant van der Zee, Bauke de Vries and Theo Salet
year	2014
title	From rapid prototyping to automated manufacturing
source	Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 1, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 455-461
doi	https://doi.org/10.52842/conf.ecaade.2014.1.455
wos	WOS:000361384700045
summary	In this paper we present an outline of a newly started project to develop a tool which connects BIM to a manufacturing technique like 3D printing. First we will look some promising manufacturing techniques. We will design a small dwelling and export it into a BIM, from which we will extract our data to generate the path the nozzle has to follow. The chosen path is constrained by the material properties, the design and speed of the nozzle. To validate the system we develop a small VR tool in which we mimic a manufacturing tool.
keywords	Rapid prototyping; rapid manufacturing; robotics; automation; building information model (bim)
series	eCAADe
email
last changed	2022/06/07 07:54

_id	caadria2014_056
id	caadria2014_056
authors	Abdelhameed, Wael A.
year	2014
title	Creativity and VR Use
source	Rethinking Comprehensive Design: Speculative Counterculture, Proceedings of the 19th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2014) / Kyoto 14-16 May 2014, pp. 719–728
doi	https://doi.org/10.52842/conf.caadria.2014.719
summary	Creativity with its various processes is involved in all design actions. Creativity used in architectural design is different than creativity in other domains. However, creativity in general with its related cognition processes has no general theory. This research proposes certain activities of initial architectural design phases in which the role of activity is important. The research proceeds to present a case study of two architectural design studios in which a VR environment is employed in order to investigate the effect of VR use on the creativity in those initial design phases. The research applies a methodology of qualitative and quantitative analysis. Various architectural design factors are neutralized to overcome the influence generated from human factors variation and design thinking prejudice on architectural designing and the associated creativities.
keywords	Virtual Reality; Creativity; Architectural Design; Design Studio
series	CAADRIA
email
last changed	2022/06/07 07:54

_id	ijac201412407
id	ijac201412407
authors	Abdelmohsen, Sherif M.
year	2014
title	An Inquiry into Designing in Context using Generative Systems
source	International Journal of Architectural Computing vol. 12 - no. 4, 477-494
summary	The use of generative systems has been widely investigated in the architectural design process through different procedures and levels of autonomy to generate form.The digression from abstract pre- existing notions of vocabulary and rules – even when resulting in emergent forms – to address complex real- world contexts is yet a challenging undertaking.This paper explores incorporating context in the process of designing using generative systems from ideation to fabrication, and explores the relationship between the emergent nature of generative design and the situated act of designing while using generative design tools.A course offered for 3rd year architecture students at the Department of Architecture, Ain Shams University, Egypt, was designed for this purpose. 110 students employed systems including shape grammars, L- systems, fractals and cellular automata, to design and fabricate 8 group projects.A discussion around emergence and situatedness is presented, with special attention to the designing process from ideation to fabrication.
series	journal
last changed	2019/05/24 09:55

_id	ecaade2016_048
id	ecaade2016_048
authors	Abramovic, Vasilija and Achten, Henri
year	2016
title	From Moving Cube to Urban Interactive Structures - A case study
source	Herneoja, Aulikki; Toni Österlund and Piia Markkanen (eds.), Complexity & Simplicity - Proceedings of the 34th eCAADe Conference - Volume 1, University of Oulu, Oulu, Finland, 22-26 August 2016, pp. 661-668
doi	https://doi.org/10.52842/conf.ecaade.2016.1.661
wos	WOS:000402063700071
summary	When thinking about the future vision of a city, having in mind recent development in digital technologies and digital design tools we are inclined to expect new building structures which incorporate this technology to better help us manage the complexity of life, and to simplify our daily lives and tasks. The idea behind this research paper lies in design of such structures, which could be put inside an urban context and engage in creating a built environment that can add more to the quality of life. For us Interactive architecture is architecture that is responsive, flexible, changing, always moving and adapting to the needs of today. The world is becoming more dynamic, society is constantly changing and the new needs it develops need to be accommodated. As a result architecture has to follow. Spaces have to become more adaptive, responsive and nature concerned, while having the ability for metamorphosis, flexibility and interactivity. Taken as a starting point of this idea is a specific module from graduation project in 2014 "The Unexpected city", where it was possible to test out first ideas about interactive and flexible objects in an urban environment.
keywords	Flexible architecture; Interactive architecture; Responsive systems
series	eCAADe
email
last changed	2022/06/07 07:54

_id	ascaad2014_014
id	ascaad2014_014
authors	Abuelmaatti, Aisha A.; Vian S. Ahmed and Heveine S. Baban
year	2014
title	Collaborative Environments in Small and Medium-sized Enterprises in Architecture, Engineering and Construction
source	Digital Crafting [7th International Conference Proceedings of the Arab Society for Computer Aided Architectural Design (ASCAAD 2014 / ISBN 978-603-90142-5-6], Jeddah (Kingdom of Saudi Arabia), 31 March - 3 April 2014, pp. 183-193
summary	The general picture of Architecture Engineering and Construction (AEC) is of a sector that is a pyramid with control being in the hands of large players with a large base of Small and Medium Enterprises (SMEs). It ensues naturally that SMEs are key players in supporting the large companies. This suggests that, the AEC sector has a continuous demand for collaboration. Collaborative working has been implemented in numerous companies. These efforts have resulted in the wide recognition of the opportunity that emerging technologies offer the AEC sector. It is, however, commonly observed that SMEs are likely to magnify the sector trend and to be less technically forward thinking than large companies. The main focus of this paper is, therefore, to explore the use of IT within AEC, and the barriers and different implementation factors that can influence SMEs to develop, in response to business pressures using the opportunities provided by collaborative technologies.
series	ASCAAD
email
last changed	2016/02/15 13:09

_id	acadia14_479
id	acadia14_479
authors	Achten, Henri
year	2014
title	One and Many: An Agent Perspective on Interactive Architecture
source	ACADIA 14: Design Agency [Proceedings of the 34th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 9781926724478]Los Angeles 23-25 October, 2014), pp. 479-486
doi	https://doi.org/10.52842/conf.acadia.2014.479
summary	Agent theory from Distributed Artificial Intelligence can form a strong theoretical foundation for the conception and following the design of interactive architecture. New concepts are introduced: style of interaction and attitude. For design support they can be unified under the notion of intentionality.
keywords	Interactive Architecture, Interaction Style, Building Attitude, Multi Agent Systems in Design
series	ACADIA
type	Normal Paper
email
last changed	2022/06/07 07:54

_id	acadia21_530
id	acadia21_530
authors	Adel, Arash; Augustynowicz, Edyta; Wehrle, Thomas
year	2021
title	Robotic Timber Construction
source	ACADIA 2021: Realignments: Toward Critical Computation [Proceedings of the 41st Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 979-8-986-08056-7]. Online and Global. 3-6 November 2021. edited by S. Parascho, J. Scott, and K. Dörfler. 530-537.
doi	https://doi.org/10.52842/conf.acadia.2021.530
summary	Several research projects (Gramazio et al. 2014; Willmann et al. 2015; Helm et al. 2017; Adel et al. 2018; Adel Ahmadian 2020) have investigated the use of automated assembly technologies (e.g., industrial robotic arms) for the fabrication of nonstandard timber structures. Building on these projects, we present a novel and transferable process for the robotic fabrication of bespoke timber subassemblies made of off-the-shelf standard timber elements. A nonstandard timber structure (Figure 2), consisting of four bespoke subassemblies: three vertical supports and a Zollinger (Allen 1999) roof structure, acts as the case study for the research and validates the feasibility of the proposed process.
series	ACADIA
type	project
email
last changed	2023/10/22 12:06

_id	ecaade2014_036
id	ecaade2014_036
authors	Afonso Maria de Castro Fernandes Abreu Gonçalves
year	2014
title	A Grammar for Shelters - An exploration of rule-based designs in prefabricated and modular shelters.
source	Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 2, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 327-336
doi	https://doi.org/10.52842/conf.ecaade.2014.2.327
wos	WOS:000361385100034
summary	This work explores the possible use of the shape grammar formalism in generating small/medium sized dwellings or shelters as a possible and effective solution for shelter shortages that usually follows in the wake of a natural disaster. The shelters are generated using a set of pre-fabricated elements that add up to form a coherent and functional dwelling. The grammar exemplified here, being a shape grammar, deals specially with generating the underlying functional diagram and the floor plan of one possible solution based on a set of typologies design a priori.
keywords	Shape grammars; modular architecture; emergency architecture
series	eCAADe
email
last changed	2022/06/07 07:54

_id	sigradi2014_075
id	sigradi2014_075
authors	Afsari, Kereshmeh; Chuck Eastman
year	2014
title	Categorization of building product models in BIM Content Library portals
source	SiGraDi 2014 [Proceedings of the 18th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-9974-99-655-7] Uruguay- Montevideo 12,13,14 November 2014, pp. 370-374
summary	BIM Content Libraries are performing as online sources for building product models. In order to effectively use the product models, it is important to organize them systematically within these databases. But currently there is no standard or guideline for this purpose. Products in these libraries are being categorized based on different criteria such as the object classes in the target platform, by referring to multiple classification systems or based on customized categories. This paper studies some of the BIM Content Libraries and investigates the structure that each library is using for product categorization. It indicates the need for a generic framework for the purpose of product categorization in BIM Content Libraries.
keywords	BIM objects; Product models; Building models; BIM Content Library; Product category
series	SIGRADI
email
last changed	2016/03/10 09:47

_id	ascaad2014_004
id	ascaad2014_004
authors	Afsari, Kereshmeh; Matthew E. Swarts and T. Russell Gentry
year	2014
title	Integrated Generative Technique for Interactive Design of Brickworks
source	Digital Crafting [7th International Conference Proceedings of the Arab Society for Computer Aided Architectural Design (ASCAAD 2014 / ISBN 978-603-90142-5-6], Jeddah (Kingdom of Saudi Arabia), 31 March - 3 April 2014, pp. 49-64
summary	Bricks have been used in the construction industry as a building medium for millennia. Distinct patterns of bricks depict the unique aesthetic intentions found in Roman, Gothic and Islamic architecture. In contemporary practice, the use of digital tools in design has enabled methodologies for creating new forms in architecture. CAD and BIM systems provide new opportunities for designers to create parametric objects for building form generation. In masonry design, there exists an inherent contradiction between traditional patterns in brick design, which are formal and prescribed, and the potential for new patterns generated using design scripting. In addition, current tools do not provide interactive techniques for the design of brickwork patterns that can manage constant changes parametrically, to inform and influence design process, by providing design feedback on the constructive and structural aspects of the proposed brick pattern and geometry. This research looks into the parametric techniques that can be applied to create different kinds of patterns on brick walls. It discusses a methodology for an interactive brickwork design within generative techniques. By integrating data between two computational platforms – the first based on image analysis and the second on parametric modeling, we demonstrate a methodology and application that can generate interactive arbitrary patterns and map it to the brick wall in real-time.
series	ASCAAD
email
last changed	2016/02/15 13:09

_id	ecaade2015_18
id	ecaade2015_18
authors	Agkathidis, Asterios
year	2015
title	Generative Design Methods - Implementing Computational Techniques in Undergraduate Architectural Education
source	Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 2, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 47-55
doi	https://doi.org/10.52842/conf.ecaade.2015.2.047
wos	WOS:000372316000007
summary	In continuation to the Deceptive Landscape Installation research project (Agkathidis, Kocatürk 2014), this paper investigates the implementation of generative design techniques in undergraduate architectural design education. After reviewing the main definitions of generative design synoptically, we have assessed the application of a modified generative method on a final year, undergraduate design studio, in order to evaluate its potential and its suitability within the framework of a research led design studio, leading to an RIBA accredited Part I degree. Our research findings based on analysis of the design outputs, student performance, external examiners reports as well as student course evaluation surveys indicate a positive outcome on the studio's design approach, as well as its suitability for an undergraduate design studio. They initiate a flourishing debate about accomplishments and failures of a design methodology, which still remains alien to many undergraduate curricula.
series	eCAADe
email
more	https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=e6f673d4-6e8e-11e5-be22-93874392c2e4
last changed	2022/06/07 07:54

_id	acadia14_267
id	acadia14_267
authors	Ahlquist, Sean
year	2014
title	Post-forming Composite Morphologies: Materialization and design methods for inducing form through textile material behavior
source	ACADIA 14: Design Agency [Proceedings of the 34th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 9781926724478]Los Angeles 23-25 October, 2014), pp. 267-276
doi	https://doi.org/10.52842/conf.acadia.2014.267
summary	This paper presents research in developing materials with integrated pre-stressed textile and rigid composite properties. Such a material system, termed Pre-stressed Textile-Reinforced Composites (pTRC), produces forms with great degrees of both 3-dimensional and structural differentiation, from flat form-work in combination with a curated composite forming process.
keywords	Pre-stressed Textile-reinforced Composites, Textile Hybrid, Material Behavior, Form-finding, Spring-based Simulation.Category: Material Logics and Tectonics.
series	ACADIA
type	Normal Paper
email
last changed	2022/06/07 07:54

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