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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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1. 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
2. Muehlbauer, Manuel, Song, Andy and Burry, Jane (2020) Smart Structures - A Generative Design Framework for Aesthetic Guidance in Structural Node Design - Application of Typogenetic Design for Custom-Optimisation of Structural Nodes

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. 623-632 https://doi.org/10.52842/conf.ecaade.2020.1.623
3. Dan Luo, Joseph M. Gattas, and Poah Shiun Shawn Tan (2020) Real-Time Defect Recognition and Optimized Decision Making for Structural Timber Jointing

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_4
4. del Campo, Matias; Carlson, Alexandra; Manninger, Sandra (2020) How Machines Learn to Plan

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. 272-281. https://doi.org/10.52842/conf.acadia.2020.1.272
5. Yazici, Sevil (2020) A machine-learning model driven by geometry, material and structural performance data in architectural design process

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. 411-418 https://doi.org/10.52842/conf.ecaade.2020.1.411
6. Zheng, Hao; Wang, Xinyu; Qi, Zehua; Sun, Shixuan; Akbarzadeh, Masoud (2020) Generating and Optimizing a Funicular Arch Floor Structure

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. 208-217. https://doi.org/10.52842/conf.acadia.2020.2.208
7. 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
8. 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
9. Chadha, Kunaljit, Dubor, Alexandre, Puigpinos, Laura and Rafols, Irene (2020) Space Filling Curves for Optimising Single Point Incremental Sheet Forming using Supervised Learning Algorithms

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. 555-562 https://doi.org/10.52842/conf.ecaade.2020.1.555
10. Chan, Yick Hin Edwin and Spaeth, A. Benjamin (2020) Architectural Visualisation with Conditional Generative Adversarial Networks (cGAN). - What machines read in architectural sketches.

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. 299-308 https://doi.org/10.52842/conf.ecaade.2020.2.299
11. Das, Avishek, Worre Foged, Isak and Jensen, Mads Brath (2020) Designing with a Robot - Interactive methods for brick wall design using computer 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. 605-612 https://doi.org/10.52842/conf.ecaade.2020.2.605
12. Fragkia, Vasiliki and Worre Foged, Isak (2020) Methods for the Prediction and Specification of Functionally Graded Multi-Grain Responsive Timber Composites

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. 585-594 https://doi.org/10.52842/conf.ecaade.2020.2.585
13. Higgs, Baptiste and Doherty, Ben (2020) Sanitary Sanity: Evaluating Privacy Preserving Machine Learning Methods for Post-occupancy Evaluation

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. 697-706 https://doi.org/10.52842/conf.caadria.2020.2.697
14. Ho, Brian (2020) Making a New City Image

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. 658-667. https://doi.org/10.52842/conf.acadia.2020.1.658
15. 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
16. Li, Peiwen; Zhu, Wenbo (2020) Clustering and Morphological Analysis of Campus Context

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. 170-177. https://doi.org/10.52842/conf.acadia.2020.2.170
17. Markusiewicz, Jacek and Gortazar Balerdi, Ander (2020) LOTI - Using Machine Learning to simulate subjective opinions in design.

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. 439-448 https://doi.org/10.52842/conf.ecaade.2020.1.439
18. Meeran, Ahmed; Conrad Joyce, Sam (2020) Machine Learning for Comparative Urban Planning at Scale: An Aviation Case Study

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. 178-187. https://doi.org/10.52842/conf.acadia.2020.1.178
19. 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
20. 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

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