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 acadia19_370
authors Mohammad, Ali; Beorkrem, Christopher; Ellinger, Jefferson
year 2019
title Hybrid Elevations using GAN Networks
source ACADIA 19:UBIQUITY AND AUTONOMY [Proceedings of the 39th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-59179-7] (The University of Texas at Austin School of Architecture, Austin, Texas 21-26 October, 2019) pp. 370-379
summary This project is an attempt to develop and test a method for generating one-sided hybrid exterior building elevations using designerís base criteria and design rule sets as inputs in an advanced artificial intelligence network. Architects are using computational design to expedite the iteration process in an efficient manner. Optimization techniques utilizing genetic solvers allow designers to explore broad sets of iterations within a predefined subset. However, with the application of artificial intelligence networks these fields of exploration can be expanded upon to develop ranges of exploration which can explore iterations outside of typical ranges. This paper explores the use of Generative Adversarial Networks (GAN) to explore and demonstrate their possible capabilities to typical design problems. In this instance we are exploring their application in the development of architectural elevations.
series ACADIA
type normal paper
email asmoham1@uncc.edu
full text file.pdf (2,060,966 bytes)
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100%; open DeLanda, Manuel. (2006) Find in CUMINCAD Deleuzian Social Ontology and Assemblage Theory , Deleuze and the Social, 250-266

100%; open DeLanda, Manuel. (2007) Find in CUMINCAD Virtual environments and the emergence of synthetic reason , Virtual Futures; Cyberobotics, Technology and Post-Human Pragmatism, edited by J.B. Dixon and E.J. Cassidy, 85-102. London: Routledge

100%; open DeLanda, Manuel. (2011) Find in CUMINCAD Philosophy and Simulation: The Emergence of synthetic Reason , London: Bloomsbury Publishing

100%; open DeLanda, Manuel. (2016) Find in CUMINCAD Assemblage Theory , Edinburgh: Edinburgh University Press

100%; open Gero, John S., Sushil J. Louis, and Sourav Kundu. (1994) Find in CUMINCAD Evolutionary learning of novel grammars for design improvement , AI EDAM 8(2): 83-94

100%; open Gero, John S. (1996) Find in CUMINCAD Creativity, Emergence and Evolution in Design , Knowledge-Based Systems 9(7): 435-448

100%; open Goodfellow, Ian, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio. (2014) Find in CUMINCAD Generative Adversarial Nets , Advances Neural Information Processing Systems, 2672-2680

100%; open McCulloch, Warren S., and Walter Pitts. (1943) Find in CUMINCAD A Logical Calculus of the Ideas Immanent in Nervous Activity , The Bulletin of Mathematical Biophysics 5(4): 115-133

100%; open Przybylski, Maya. (2018) Find in CUMINCAD A Framework to Establish Data Quality for Software Embedded Design , Learning, Adapting and Prototyping; Proceedings of the 23rd International Conference of the Association for Computer-Aided ArchitecturalDesign Research Asia (CAADRIA), Volume 2, 267-276

100%; open Rutten, David. (2013) Find in CUMINCAD Galapagos: On the Logic and Limitations of Generic Solvers , Architectural Design 83(2): 132-135

100%; open Samuel, Arthur L. (1967) Find in CUMINCAD Some Studies in Machine Learning using the Game of Checkers; IIóRecent Progress , IBM Journal of Research and Development 11(6): 601-617

100%; open Sjoberg, C., C. Beorkrem, and J. Ellinger. (2017) Find in CUMINCAD Emergent Syntax: Machine Learning for Curation of Design Solution Space , Disciplines & Disruption; Proceedings of the 37th Annual Conference of the Association for Computer Aided Design Architecture (ACADIA), 552-561

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