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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. Akbar, Zuardin, Wood, Dylan, Kiesewetter, Laura, Menges, Achim and Wortmann, Thomas (2022) A Data-Driven Workflow for Modelling Self-Shaping Wood Bilayer, Utilizing Natural Material Variations with Machine Vision and Machine Learning

Jeroen van Ameijde, Nicole Gardner, Kyung Hoon Hyun, Dan Luo, Urvi Sheth (eds.), POST-CARBON - Proceedings of the 27th CAADRIA Conference, Sydney, 9-15 April 2022, pp. 393-402 https://doi.org/10.52842/conf.caadria.2022.1.393
2. Cui, Ziqi and Lou, Shangyu (2025) How do the Spatial Layout of Street Elements and Geometric Features Affect Human Perception: A prediction model and explainable method based on Graph Neural Network

Dagmar Reinhardt, Nicolas Rogeau, Christiane M. Herr, Anastasia Globa, Jielin Chen, Taro Narahara (eds.), ARCHITECTURAL INFORMATICS - Proceedings of the 30th CAADRIA Conference, Tokyo, 22-29 March 2025, Volume 4, pp. 459–468 https://papers.cumincad.org/cgi-bin/works/Show?caadria2025_479
3. Eisenstadt, Viktor; Klaus-Dieter Althoff and Christoph Langenhan (2019) Supporting Architectural Design Process with FLEA A Distributed AI Methodology for Retrieval, Suggestion, Adaptation, and Explanation of Room Configurations

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, p. 24 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_005
4. Li, Yuanyuan, Huang, Chenyu and Yao, Jiawei (2023) Optimising the Control Strategies for Performance-Driven Dynamic Building Facades Using Machine Learning

Immanuel Koh, Dagmar Reinhardt, Mohammed Makki, Mona Khakhar, Nic Bao (eds.), HUMAN-CENTRIC - Proceedings of the 28th CAADRIA Conference, Ahmedabad, 18-24 March 2023, pp. 199–208 https://doi.org/10.52842/conf.caadria.2023.1.199
5. Nooradini Shahabadi, Yassin, Luo, Dan, Micheli, Silvia and Liu, Yan (2025) Prioritising Child-Friendly Design Solutions with Explainable AI: An integrated approach using machine learning and crowdsourced Elo ranking

Dagmar Reinhardt, Nicolas Rogeau, Christiane M. Herr, Anastasia Globa, Jielin Chen, Taro Narahara (eds.), ARCHITECTURAL INFORMATICS - Proceedings of the 30th CAADRIA Conference, Tokyo, 22-29 March 2025, Volume 4, pp. 469–478 https://papers.cumincad.org/cgi-bin/works/Show?caadria2025_528
6. Shen, Yanting, Xu, Yiwen, Kong, Weikang, Fei, Fan, Chen, Xilong, Huang, Chenyu and Yao, Jiawei (2023) Using GeoAI to Reveal the Contribution of Urban Park Green Space Features to Mitigate the Heat Island Effect

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. 49–58 https://doi.org/10.52842/conf.ecaade.2023.2.049
7. Ye, Jiahong, Shen, Yanting, Huang, Chenyu, Wang, Jinyu, Qu, Rong and Yao, Jiawei (2024) Explainable AI and Multi-objective Optimization For Energy Retrofits in Existing Residential Neighborhoods

Nicole Gardner, Christiane M. Herr, Likai Wang, Hirano Toshiki, Sumbul Ahmad Khan (eds.), ACCELERATED DESIGN - Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 1, pp. 485–494 https://doi.org/10.52842/conf.caadria.2024.1.485

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