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. Farr, Marcus (2023) Gravity-Driven Sand Dynamics: A Technique for Optimizing Self-Organizing Dune Sand Patterns using Pouring, Gravity and Multi-Objective Computation

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. 365-381. https://papers.cumincad.org/cgi-bin/works/Show?ascaad2023_081
2. Karoji, Gen (2023) A Data-Oriented Optimization Framework

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. 127–136 https://doi.org/10.52842/conf.ecaade.2023.2.127
3. 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
4. Shi, Yinyi, Chen, Jinhui, Hu, Guangzhi and Wang, Cunyuan (2023) Prediction and Optimisation of the Typical Airport Terminal Corridor Façade Shading Using Integrated Machine Learning and Evolutionary Algorithms

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. 59–68 https://doi.org/10.52842/conf.caadria.2023.1.059
5. Aman, Jayedi, Kim, Jong Bum and Verniz, Debora (2023) AI-Integrated Urban Building Energy Simulation: A framework to forecast the morphological impact on daylight availability

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. 369–378 https://doi.org/10.52842/conf.ecaade.2023.2.369
6. Houang Daher, Cassio and Coeli Ruschel, Regina (2023) Clustering metamodel for predictive performance for dynamic shading facade

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. 447–459 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2023_196
7. Shata, Dina; Omrani, Sara; Drogemuller, Robin; Denman, Simon; Wagdy, Ayman (2023) Segmented Rooftop Dataset Generation: A Simplified Approach for Harnessing Solar Power Potential Using Aerial Imagery and Point Cloud Data

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. 134-153. https://papers.cumincad.org/cgi-bin/works/Show?ascaad2023_125
8. 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
9. 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
10. 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
11. Ghiyasi, Tahmures, Zargar, Seyed Hossein and Baghi, Ali (2023) Layer-by-Layer Pick and Place Collaboration Between Human and Robot Using Optimization

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. 769–778 https://doi.org/10.52842/conf.ecaade.2023.2.769
12. Li, Yu, Li, Lingling and Yue, Naihua (2023) A Surrogate-Assisted Optimization Approach to Improve Thermal Comfort and Energy Efficiency of Sports Halls in Subtropical Climates

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. 301–310 https://doi.org/10.52842/conf.caadria.2023.1.301
13. Okhoya, Victor and Bernal, Marcelo (2023) Variability in Machine Learning for Multi-Criteria Performance Analysis

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. 149–158 https://doi.org/10.52842/conf.caadria.2023.1.149
14. Ortner, F Peter; Jing Zhi Tay (2023) Exploring a circular economy solution space A comparative study to develop automated optimisation workflows supported by machine learning for circular design problems

International Journal of Architectural Computing 2023, Vol. 21 - no. 3, 404–420 https://papers.cumincad.org/cgi-bin/works/Show?ijac202321302
15. Pinochet, Diego (2023) A Computational Gestural Making Framework: A Multi-modal Approach to Digital Fabrication Mapping Human Gestures to Machine Actions

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 92-103. https://papers.cumincad.org/cgi-bin/works/Show?acadia23_v2_92
16. 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
17. Wu, Wei and Chen, Qi Ning (2023) A Framework for Predicting the Visual and Non-Visual Effects of Daylighting Based on Multi-Objective Optimization Tool

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. 361–370 https://doi.org/10.52842/conf.caadria.2023.2.361
18. Andreou, Alexis, Kontovourkis, Odysseas, Solomou, Solon and Savvides, Andreas (2023) Rethinking Architectural Design Process using Integrated Parametric Design and Machine Learning Principles

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. 461–470 https://doi.org/10.52842/conf.ecaade.2023.2.461
19. 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
20. 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

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