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. Alymani, Abdulrahman, Jabi, Wassim and Corcoran, Padraig (2020) Machine Learning Methods for Clustering Architectural Precedents - Classifying the relationship between building and ground

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 1, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 643-652 https://doi.org/10.52842/conf.ecaade.2020.1.643
2. Hosmer, Tyson; Tigas, Panagiotis; Reeves, David; He, Ziming (2020) Spatial Assembly with Self-Play Reinforcement Learning

ACADIA 2020: Distributed Proximities / Volume I: Technical Papers [Proceedings of the 40th Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-95213-0]. Online and Global. 24-30 October 2020. edited by B. Slocum, V. Ago, S. Doyle, A. Marcus, M. Yablonina, and M. del Campo. 382-393. https://doi.org/10.52842/conf.acadia.2020.1.382
3. Zhang, Hang (2020) Text-to-Form

ACADIA 2020: Distributed Proximities / Volume I: Technical Papers [Proceedings of the 40th Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-95213-0]. Online and Global. 24-30 October 2020. edited by B. Slocum, V. Ago, S. Doyle, A. Marcus, M. Yablonina, and M. del Campo. 238-247. https://doi.org/10.52842/conf.acadia.2020.1.238
4. Dervishaj, Arlind, Fonsati, Arianna, Hernández Vargas, José and Gudmundsson, Kjartan (2023) Modelling Precast Concrete for a Circular Economy in the Built Environment

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. 177–186 https://doi.org/10.52842/conf.ecaade.2023.2.177
5. Hang Zhang and Ye Huang (2020) Machine Learning Aided 2D-3D Architectural Form Finding at High Resolution

Proceedings of the 2020 DigitalFUTURES The 2nd International Conference on Computational Design and Robotic Fabrication (CDRF 2020) https://doi.org/https://doi.org/10.1007/978-981-33-4400-6_15
6. Hao Zheng (2020) Form Finding and Evaluating Through Machine Learning: The Prediction of Personal Design Preference in Polyhedral Structures

Architectural Intelligence Selected Papers from the 1st International Conference on Computational Design and Robotic Fabrication (CDRF 2025) https://doi.org/https://doi.org/10.1007/978-981-15-6568-7_13
7. Kado, Keita, Furusho, Genki, Nakamura, Yusuke and Hirasawa, Gakuhito (2020) rocess Path Derivation Method for Multi-Tool Processing Machines Using Deep-Learning-Based Three Dimensional Shape Recognition

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. 609-618 https://doi.org/10.52842/conf.caadria.2020.2.609
8. Meng, Leo Lin, Graham, Jeremy and Haeusler, M. Hank (2020) t-SNE: A Dimensionality Reduction Tool for Design Data Visualisation

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. 629-638 https://doi.org/10.52842/conf.caadria.2020.2.629
9. Mette Ramsgaard Thomsen, Paul Nicholas, Martin Tamke, Sebastian Gatz, Yuliya Sinke and Gabriella Rossi (2020) Towards machine learning for architectural fabrication in the age of industry 4.0

International Journal of Architectural Computing vol. 18 - no. 4, 335–352 https://papers.cumincad.org/cgi-bin/works/Show?ijac202018402
10. Tarabishy, Sherif; Stamatios Psarras, Marcin Kosicki and Martha Tsigkari (2020) Deep learning surrogate models for spatial and visual connectivity

International Journal of Architectural Computing vol. 18 - no. 1, 53-66 https://papers.cumincad.org/cgi-bin/works/Show?ijac202018104
11. Yuliya Sinke, Sebastian Gatz, Martin Tamke, and Mette Ramsgaard Thomsen (2020) Machine Learning for Fabrication of Graded Knitted Membranes

Proceedings of the 2020 DigitalFUTURES The 2nd International Conference on Computational Design and Robotic Fabrication (CDRF 2020) https://doi.org/https://doi.org/10.1007/978-981-33-4400-6_29
12. Ikeno, Kazunosuke, Fukuda, Tomohiro and Yabuki, Nobuyoshi (2020) Automatic Generation of Horizontal Building Mask Images by Using a 3D Model with Aerial Photographs for Deep Learning

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 2, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 271-278 https://doi.org/10.52842/conf.ecaade.2020.2.271
13. Weissenböck, Renate (2021) Augmented Quarantine - An experiment in online teaching using augmented reality for customized design interventions

Stojakovic, V and Tepavcevic, B (eds.), Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference - Volume 2, University of Novi Sad, Novi Sad, Serbia, 8-10 September 2021, pp. 95-104 https://doi.org/10.52842/conf.ecaade.2021.2.095
14. del Campo, Matias; Carlson, Alexandra; Manninger, Sandra (2020) 3D Graph Convolutional Neural Networks in Architecture Design

ACADIA 2020: Distributed Proximities / Volume I: Technical Papers [Proceedings of the 40th Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-95213-0]. Online and Global. 24-30 October 2020. edited by B. Slocum, V. Ago, S. Doyle, A. Marcus, M. Yablonina, and M. del Campo. 688-696. https://doi.org/10.52842/conf.acadia.2020.1.688
15. Ezzat, Mohammed (2020) A Framework for a Comprehensive Conceptualization of Urban Constructs - SpatialNet and SpatialFeaturesNet for computer-aided creative urban design

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. 111-120 https://doi.org/10.52842/conf.caadria.2020.2.111
16. Jorgensen, Jens, Tamke, Martin and Poulsgaard, Kare Stokholm (2020) Occupancy-informed:Introducing a method or flexible behavioural mapping in architecture using machine vision

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 2, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 251-258 https://doi.org/10.52842/conf.ecaade.2020.2.251
17. Patt, Trevor Ryan (2020) Spectral Clustering for Urban Networks

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. 91-100 https://doi.org/10.52842/conf.caadria.2020.2.091
18. Akizuki, Yuta, Bernhard, Mathias, Kakooee, Reza, Kladeftira, Marirena and Dillenburger, Benjamin (2020) Generative Modelling with Design Constraints - Reinforcement Learning for Object Generation

D. Holzer, W. Nakapan, A. Globa, I. Koh (eds.), RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th CAADRIA Conference - Volume 1, Chulalongkorn University, Bangkok, Thailand, 5-6 August 2020, pp. 445-454 https://doi.org/10.52842/conf.caadria.2020.1.445
19. Ana Herruzo and Nikita Pashenkov (2020) Collection to Creation: Playfully Interpreting the Classics with Contemporary Tools

Proceedings of the 2020 DigitalFUTURES The 2nd International Conference on Computational Design and Robotic Fabrication (CDRF 2020) https://doi.org/https://doi.org/10.1007/978-981-33-4400-6_19
20. Asmar, Karen El; Sareen, Harpreet (2020) Machinic Interpolations: A GAN Pipeline for Integrating Lateral Thinking in Computational Tools of Architecture

SIGraDi 2020 [Proceedings of the 24th Conference of the Iberoamerican Society of Digital Graphics - ISSN: 2318-6968] Online Conference 18 - 20 November 2020, pp. 60-66 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2020_60

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