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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. Johanes, Mikhael and Huang, Jeffrey (2023) Generative Isovist Transformer: Machine learning for spatial sequence synthesis

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. 471–480 https://doi.org/10.52842/conf.ecaade.2023.2.471
2. Zhuang, Xinwei; Ju, Yi; Yang, Allen; Caldas, Luisa (2023) Synthesis and generation for 3D architecture volume with generative modeling

International Journal of Architectural Computing 2023, Vol. 21 - no. 2, 297–314 https://papers.cumincad.org/cgi-bin/works/Show?ijac202321205
3. Austern, Guy, Yosifof, Roei and Fisher-Gewirtzman, Dafna (2023) A Dataset for Training Machine Learning Models to Analyze Urban Visual Spatial Experience

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. 781–790 https://doi.org/10.52842/conf.ecaade.2023.2.781
4. Aljhadali, Abdulrahman; Megahed, Yasser; Gwilliam, Julie (2023) Artificial Intelligence (AI) and Machine Learning (ML) in Practice: A Comprehensive Investigation into the Utilization of Generative Artificial Intelligence (AI) and Machine Learning (ML) in Architectural Practice

C+++: Computation, Culture, and Context – Proceedings of the 11th International Conference of the Arab Society for Computation in Architecture, Art and Design (ASCAAD), University of Petra, Amman, Jordan [Hybrid Conference] 7-9 November 2023, pp. 324-343. https://papers.cumincad.org/cgi-bin/works/Show?ascaad2023_075
5. Baºarir, Lale, Çiçek, Selen and Koç, Mustafa (2023) Demystifying the patterns of local knowledge: The implicit relation of local music and vernacular architecture

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 1, Graz, 20-22 September 2023, pp. 791–800 https://doi.org/10.52842/conf.ecaade.2023.2.791
6. Dokonal, Wolfgang, Hirschberg, Urs and Wurzer, Gabriel (2023) eCAADe 2023 Digital Design Reconsidered - Volume 1

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 1, Graz, 20-22 September 2023, 905 p. https://doi.org/10.52842/conf.ecaade.2023.1.001
7. Dokonal, Wolfgang, Hirschberg, Urs and Wurzer, Gabriel (2023) eCAADe 2023 Digital Design Reconsidered - Volume 2

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, 899 p. https://doi.org/10.52842/conf.ecaade.2023.2.001
8. Dortheimer, Jonathan, Schubert, Gerhard, Dalach, Agata, Brenner, Lielle Joy and Martelaro, Nikolas (2023) Think AI-side the Box! Exploring the Usability of text-to-image generators for architecture students

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. 567–576 https://doi.org/10.52842/conf.ecaade.2023.2.567
9. Guida, George (2023) Multimodal Architecture: Applications of Language in a Machine Learning Aided Design Process

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. 561–570 https://doi.org/10.52842/conf.caadria.2023.2.561
10. Jabi, Wassim; Leon, David Andres; Alymani, Abdulrahman; Behzad, Selda Pourali; Salamoun, Michelle (2023) Exploring Building Topology Through Graph Machine Learning

ACADIA 2023: Habits of the Anthropocene: Scarcity and Abundance in a Post-Material Economy [Volume 3: Proceedings of the 43rd Annual Conference for the Association for Computer Aided Design in Architecture (ACADIA) ISBN 979-8-9891764-1-0]. Denver. 26-28 October 2023. edited by A. Crawford, N. Diniz, R. Beckett, J. Vanucchi, M. Swackhamer 24-32. https://papers.cumincad.org/cgi-bin/works/Show?acadia23_v3_179
11. Meeran, Ahmed and Joyce, Sam (2023) Rethinking Airport Spatial Analysis and Design: A GAN based data driven approach using latent space exploration on aerial imagery for adaptive airport planning

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. 501–510 https://doi.org/10.52842/conf.ecaade.2023.2.501
12. Pouliou, Panagiota; Horvath, Anca-Simona; Palamas, George (2023) Speculative hybrids: Investigating the generation of conceptual architectural forms through the use of 3D generative adversarial networks

International Journal of Architectural Computing 2023, Vol. 21 - no. 2, 315–336 https://papers.cumincad.org/cgi-bin/works/Show?ijac202321206
13. Qiaoming Deng, Xiaofeng Li, Yubo Liu & Kai Hu (2023) Exploration of three-dimensional spatial learning approach based on machine learning–taking Taihu stone as an example

Architectural Intelligence Journal https://doi.org/https://doi.org/10.1007/s44223-023-00023-2
14. Salman, Huda; Dounas, Theodoros; Clarke, Connor (2023) Fluency of Creative Ideas in the Digital Age: Exploring Emergent AI Influences on Design Methodology and Visual Thinking in Architectural Education

C+++: Computation, Culture, and Context – Proceedings of the 11th International Conference of the Arab Society for Computation in Architecture, Art and Design (ASCAAD), University of Petra, Amman, Jordan [Hybrid Conference] 7-9 November 2023, pp. 815-832. https://papers.cumincad.org/cgi-bin/works/Show?ascaad2023_134
15. Sebestyen, Adam; Hirschberg, Urs; Rasoulzadeh, Shervin (2023) Using deep learning to generate design spaces for architecture

International Journal of Architectural Computing 2023, Vol. 21 - no. 2, 337–357 https://papers.cumincad.org/cgi-bin/works/Show?ijac202321207
16. Yin, Xiang (2023) AI and Typology

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. 39–48 https://doi.org/10.52842/conf.caadria.2023.1.039
17. Zhong, Ximing, Koh, Immanuel and Fricker, Pia (2023) Building-GNN: Exploring a co-design framework for generating controllable 3D building prototypes by graph and recurrent neural networks

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. 431–440 https://doi.org/10.52842/conf.ecaade.2023.2.431
18. Immanuel Koh (2023) Architectural sampling: three possible preconditions for machine learning architectural forms

Architectural Intelligence Journal https://doi.org/https://doi.org/10.1007/s44223-023-00024-1
19. Ennemoser, Benjamin; Mayrhofer-Hufnagl, Ingrid (2023) Design across multi-scale datasets by developing a novel approach to 3DGANs

International Journal of Architectural Computing 2023, Vol. 21 - no. 2, 358–373 https://papers.cumincad.org/cgi-bin/works/Show?ijac202321208
20. Karsan, Zain (2023) Desk Mate: A Collaborative Drawing Platform

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. 521–530 https://doi.org/10.52842/conf.caadria.2023.2.521

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