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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. 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
2. Wang, Xiao, Tang, Peng and Cai, Chenyi (2023) Traditional Chinese Village Morphological Feature Extraction and Cluster Analysis Based on Multi-source Data and 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. 179–188 https://doi.org/10.52842/conf.caadria.2023.1.179
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. Bagheriyar, Erfan and Uzun, Can (2023) Assessment of the Circulation Impact of Furniture in Industrial Buildings through Space Syntax

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. 421–432 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2023_110
5. 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
6. 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
7. Jia, Muxin and Narahara, Taro (2023) Spatial Analytics of Housing Prices With User-Generated POI Data, a Case Study in Shenzhen

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. 635–644 https://doi.org/10.52842/conf.caadria.2023.1.635
8. Li, Jinze and Tang, Peng (2023) Multisource Analysis of Big Data on Street Vitality Using GIS Mapping and Deep Learning: A Case Study of Ding Shu, China

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. 565–574 https://doi.org/10.52842/conf.caadria.2023.1.565
9. Talmor-Blaistain, Anat; Merhav, Maayan; Fisher-Gewirtzman, Dafna (2024) Grid to Star Network Transformation: Developing a Topological Assessment and Transformation Model to Enhance Spatial Memory and Route Learning for Wayfinding

Kontovourkis, O, Phocas, MC and Wurzer, G (eds.), Data-Driven Intelligence - Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024, Volume 2, pp. 329–338 https://doi.org/10.52842/conf.ecaade.2024.2.329
10. Yonder, Veli Mustafa, Dogan, Fehmi, Cavka, Hasan Burak, Tayfur, Gokmen and Dulgeroglu, Ozum (2023) Decoding and Predicting the Attributes of Urban Public Spaces with Soft Computing Models and Space Syntax Approaches

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. 761–768 https://doi.org/10.52842/conf.ecaade.2023.2.761
11. C Kim, Frederick; Johanes, Mikhael; Huang, Jeffrey (2023) Flow2Form: A Flow-Driven Computational Framework for Early Stage Architectural Design

ACADIA 2023: Habits of the Anthropocene: Scarcity and Abundance in a Post-Material Economy [Volume 2: Proceedings of the 43rd Annual Conference for the Association for Computer Aided Design in Architecture (ACADIA) ISBN 979-8-9860805-9-8]. Denver. 26-28 October 2023. edited by A. Crawford, N. Diniz, R. Beckett, J. Vanucchi, M. Swackhamer 408-418. https://papers.cumincad.org/cgi-bin/works/Show?acadia23_v2_408
12. Jiang, Mingrui and Cai, Chenyi (2023) Communication With Detroit: Machine Learning in Open Source Community Housing Design

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. 49–58 https://doi.org/10.52842/conf.caadria.2023.1.049
13. Pixin Gong, Xiaoran Huang, Chenyu Huang, Shiliang Wang (2023) Modeling on Outdoor Thermal Comfort in Traditional Residential Neighborhoods in Beijing Based on GAN

Proceedings of the 2023 DigitalFUTURES The 5st International Conference on Computational Design and Robotic Fabrication (CDRF 2023) https://doi.org/https://doi.org/10.1007/978-981-99-8405-3_23
14. Ran, Wuwu; Yin, Lu; Yu, Jie (2023) Machine Learning-driven Comparative Study: Morphological Taxonomy in Screen-Based Building Clusters

ACADIA 2023: Habits of the Anthropocene: Scarcity and Abundance in a Post-Material Economy [Volume 2: Proceedings of the 43rd Annual Conference for the Association for Computer Aided Design in Architecture (ACADIA) ISBN 979-8-9860805-9-8]. Denver. 26-28 October 2023. edited by A. Crawford, N. Diniz, R. Beckett, J. Vanucchi, M. Swackhamer 596-605. https://papers.cumincad.org/cgi-bin/works/Show?acadia23_v2_596
15. Araya, Sergio, Fuentes, Cesar, Strahlendorff, Mikko, Camus, María Jesus and Kröger, Anni (2023) Three-Dimensional Realtime Air Quality Mapping using Astronomical algorithms on Urban Environments

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. 811–820 https://doi.org/10.52842/conf.ecaade.2023.2.811
16. Chen, Bowen, Lao, Pui Kuan, Dou, Zhiyi, Qiu, Wai-Shan and Luo, Dan (2023) Analyst Patterns of Influence Between a Commercial Distribution and Neighbourhood Dynamic in a Residential Neighbourhood

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. 525–534 https://doi.org/10.52842/conf.caadria.2023.1.525
17. Chunxia Yang, Ming Zhan (2023) Construction of Recreation Behavior Simulation Model of Public Space in Urban Waterfront—Taking Huangpu River in Shanghai as an Example

Proceedings of the 2023 DigitalFUTURES The 5st International Conference on Computational Design and Robotic Fabrication (CDRF 2023) https://doi.org/https://doi.org/10.1007/978-981-99-8405-3_17
18. Correa, Sara Dotta; Carlos Eduardo Verzola Vaz (2023) A shape grammar for the spontaneous occupation settled in fishing villages: The case of Garopaba, Brazil

International Journal of Architectural Computing 2023, Vol. 21 - no. 1, pp. 158–187 https://papers.cumincad.org/cgi-bin/works/Show?ijac202321109
19. Crolla, Kristof and Wong, Nichol (2023) Catenary Wooden Roof Structures: Precedent knowledge for future algorithmic design and construction optimisation

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. 611–620 https://doi.org/10.52842/conf.ecaade.2023.1.611
20. Dong, Jiahua, Lin, Shuiyang and van Ameijde, Jeroen (2023) Predicting Network Integration Based on Satellite Imagery Around High-Density Public Housing Estates Through Machine Learning

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. 795–806 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2023_387

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