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. 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. 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
3. 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
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. 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
6. 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
7. 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
8. 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
9. Kharbanda, Kritika, Papadopoulou, Iliana, Pouliou, Panagiota, Daw, Karim, Belwadi, Anirudh and Loganathan, Hariprasath (2022) LearnCarbon - A tool for machine learning prediction of global warming potential from abstract designs

Pak, B, Wurzer, G and Stouffs, R (eds.), Co-creating the Future: Inclusion in and through Design - Proceedings of the 40th Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2022) - Volume 2, Ghent, 13-16 September 2022, pp. 601–610 https://doi.org/10.52842/conf.ecaade.2022.2.601
10. Koh, Immanuel (2020) The Augmented Museum - A Machinic Experience with Deep Learning

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. 639-648 https://doi.org/10.52842/conf.caadria.2020.2.639
11. 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
12. 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
13. Sanatani, Rohit Priyadarshi (2020) A Machine-Learning driven Design Assistance Framework for the Affective Analysis of Spatial Enclosures

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. 741-750 https://doi.org/10.52842/conf.caadria.2020.1.741
14. Santos, Ítalo, Andrade, Max, Zanchettin, Cleber and Rolim, Adriana (2023) Machine learning applied in the evaluation of airport projects in Brazil based on BIM models

García Amen, F, Goni Fitipaldo, A L and Armagno Gentile, Á (eds.), Accelerated Landscapes - Proceedings of the XXVII International Conference of the Ibero-American Society of Digital Graphics (SIGraDi 2023), Punta del Este, Maldonado, Uruguay, 29 November - 1 December 2023, pp. 875–887 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2023_234
15. Sebestyen, Adam and Tyc, Jakub (2020) Machine Learning Methods in Energy Simulations for Architects and Designers - The implementation of supervised machine learning in the context of the computational 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. 613-622 https://doi.org/10.52842/conf.ecaade.2020.1.613
16. Silva Dória, David Rodrigues; Ramaswami, Keshav; Claypool, Mollie; Retsin, Gilles (2021) Public parts, resocialized autonomous communal life

International Journal of Architectural Computing 2021, Vol. 19 - no. 4, 568–593 https://papers.cumincad.org/cgi-bin/works/Show?ijac202119406
17. 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
18. Yecheng Zhang, Qimin Zhang, Yuxuan Zhao, Yunjie Deng, Feiyang Liu, Hao Zheng (2022) Artificial Intelligence Prediction of Urban Spatial Risk Factors from an Epidemic Perspective

Proceedings of the 2022 DigitalFUTURES The 4st International Conference on Computational Design and Robotic Fabrication (CDRF 2022) https://doi.org/https://doi.org/10.1007/978-981-19-8637-6_18
19. Yuzhe Pan, Jin Qian, and Yingdong Hu (2020) A Preliminary Study on the Formation of the General Layouts on the Northern Neighborhood Community Based on GauGAN Diversity Output Generator

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_17
20. Zhang, Hang and Blasetti, Ezio (2020) 3D Architectural Form Style Transfer through Machine Learning

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. 659-668 https://doi.org/10.52842/conf.caadria.2020.2.659

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