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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# Author Citation Select
1. Steinfeld, Kyle (2019) GAN Loci

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. 392-403 https://doi.org/10.52842/conf.acadia.2019.392
2. Andrade Zandavali, Bárbara and Jiménez García, Manuel (2019) Automated Brick Pattern Generator for Robotic Assembly using Machine Learning and Images

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 3, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 217-226 https://doi.org/10.52842/conf.ecaade.2019.3.217
3. Del Campo, Matias; Manninger, Sandra; Carlson, Alexandra (2019) Imaginary Plans

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. 412-418 https://doi.org/10.52842/conf.acadia.2019.412
4. Eisenstadt, Viktor, Langenhan, Christoph and Althoff, Klaus-Dieter (2019) Generation of Floor Plan Variations with Convolutional Neural Networks and Case-based Reasoning - An approach for transformative adaptation of room configurations within a framework for support of early conceptual design phases

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. 79-84 https://doi.org/10.52842/conf.ecaade.2019.2.079
5. Cao, Rui, Fukuda, Tomohiro and Yabuki, Nobuyoshi (2019) Quantifying Visual Environment by Semantic Segmentation Using Deep Learning - A Prototype for Sky View Factor

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 2, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 623-632 https://doi.org/10.52842/conf.caadria.2019.2.623
6. Kato, Yuri and Matsukawa, Shohei (2019) Development of Generating System for Architectural Color Icons Using Google Map Platform and Tensorflow-Segmentation

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 2, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 81-90 https://doi.org/10.52842/conf.caadria.2019.2.081
7. Özel, Güvenç; Ennemoser, Benjamin (2019) Interdisciplinary AI

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. 380- 391 https://doi.org/10.52842/conf.acadia.2019.380
8. Shen, Yanting, Wang, Xiaotong, Lin, Chen-Hsiang, Li, Shuyang, Pei, Wanyu and Stouffs, Rudi (2025) Forecasting Future Construction Demands: A Deep Learning approach for material stock circularity analysis of Singapore residential buildings

Dagmar Reinhardt, Christiane M. Herr, Anastasia Globa, Jielin Chen, Taro ?Narahara, Nicolas Rogeau (eds.), ARCHITECTURAL INFORMATICS - Proceedings of the 30th CAADRIA Conference, Tokyo, 22-29 March 2025, Volume 3, pp. 499–508 https://papers.cumincad.org/cgi-bin/works/Show?caadria2025_130
9. Toulkeridou, Varvara (2019) Steps towards AI augmented parametric modeling systems for supporting design exploration

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 1, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 81-90 https://doi.org/10.52842/conf.ecaade.2019.1.081
10. Mohammad, Ali; Beorkrem, Christopher; Ellinger, Jefferson (2019) Hybrid Elevations using GAN Networks

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 https://doi.org/10.52842/conf.acadia.2019.370
11. Newton, David (2019) Deep Generative Learning for the Generation and Analysis of Architectural Plans with Small Datasets

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. 21-28 https://doi.org/10.52842/conf.ecaade.2019.2.021
12. Stanislas Chaillou (2020) ArchiGAN: Artificial Intelligence x Architecture

Architectural Intelligence Selected Papers from the 1st International Conference on Computational Design and Robotic Fabrication (CDRF 2022) https://doi.org/https://doi.org/10.1007/978-981-15-6568-7_8
13. Ahrens, Chandler, Chamberlain, Roger, Mitchell, Scott, Barnstorff, Adam and Gelbard, Joshua (2019) Controlling Daylight Reflectance with Cyber-physical Systems

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 1, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 433-442 https://doi.org/10.52842/conf.caadria.2019.1.433
14. Byrne, Daragh; and Dana Cupkova (2019) Towards Psychosomatic Architecture; Attuning Reactive Architectural Materials through Biofeedback

Living Architecture Systems Group White Papers 2019 [ISBN 978-1-988366-18-0] Riverside Architectural Press: Toronto, Canada 2019. pp.089 - 100 https://papers.cumincad.org/cgi-bin/works/Show?lasg_whitepapers_2019_089
15. De Luca, Francesco (2019) Environmental Performance-Driven Urban Design Parametric Design Method for the Integration of Daylight and Urban Comfort Analysis in Cold Climates

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, p. 21 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_002
16. Gruber, Petra (2019) Living Wall System (LIWAS)

Living Architecture Systems Group White Papers 2019 [ISBN 978-1-988366-18-0] Riverside Architectural Press: Toronto, Canada 2019. pp.111 - 122 https://papers.cumincad.org/cgi-bin/works/Show?lasg_whitepapers_2019_111
17. Kinugawa, Hina and Takizawa, Atsushi (2019) Deep Learning Model for Predicting Preference of Space by Estimating the Depth Information of Space using Omnidirectional Images

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. 61-68 https://doi.org/10.52842/conf.ecaade.2019.2.061
18. Matthews, Linda and Gavin Perin (2019) Exploiting ambiguity: The diffraction artefact and the architectural surface

International Journal of Architectural Computing vol. 17 - no. 1, 103-115 https://papers.cumincad.org/cgi-bin/works/Show?ijac201917104
19. Ng, Jennifer Mei Yee, Khean, Nariddh, Madden, David, Fabbri, Alessandra, Gardner, Nicole, Haeusler, M. Hank and Zavoleas, Yannis (2019) Optimising Image Classification - Implementation of Convolutional Neural Network Algorithms to Distinguish Between Plans and Sections within the Architectural, Engineering and Construction (AEC) Industry

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 2, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 795-804 https://doi.org/10.52842/conf.caadria.2019.2.795
20. Rhee, Jinmo, Veloso, Pedro and Krishnamurti, Ramesh (2020) Integrating building footprint prediction and building massing - an experiment in Pittsburgh

D. Holzer, W. Nakapan, A. Globa, I. Koh (eds.), RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th CAADRIA Conference - Volume 2, Chulalongkorn University, Bangkok, Thailand, 5-6 August 2020, pp. 669-678 https://doi.org/10.52842/conf.caadria.2020.2.669

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