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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. Kim, Jong Bum, Kim, Seongchan and Aman, Jayedi (2023) An Urban Building Energy Simulation Method Integrating Parametric BIM 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. 665–674 https://doi.org/10.52842/conf.caadria.2023.1.665
2. Xu, Qingru Mirah, Garcia del Castillo Lopez, Jose Luis and Samuelson, Holly Wasilowski (2023) Towards a Decision Framework Integrating Physics-Based Simulation and Machine Learning in Conceptual 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. 371–380 https://doi.org/10.52842/conf.caadria.2023.2.371
3. 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
4. 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
5. Canli, Ilkim, Gursel Dino, Ipek and Kalkan, Sinan (2023) Useful Daylight Illuminance Prediction Under Data Imbalance in an Urban Context

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. 599–608 https://doi.org/10.52842/conf.ecaade.2023.2.599
6. 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
7. Pei, Wanyu; Stouffs, Rudi (2023) Parametric Archetype: A Synthetic Digital Method of Buildings Material Stock Representation Based on Distance Measurement

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 44-52. https://papers.cumincad.org/cgi-bin/works/Show?acadia23_v2_44
8. Qin, Bowen and Zheng, Hao (2023) An Image-Based Machine Learning Method for Urban Features Prediction With Three-Dimensional Building Information

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. 109–118 https://doi.org/10.52842/conf.caadria.2023.1.109
9. Xu, Hang; Tsung-Hsien Wang (2023) A generative computational workflow to develop actionable renovation strategies for renewable built environments: A case study of Sheffield

International Journal of Architectural Computing 2023, Vol. 21 - no. 3, 516–535 https://papers.cumincad.org/cgi-bin/works/Show?ijac202321308
10. 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
11. Akbiyik, Selen; Güler, ªeyma; Selçuk, Semra (2023) A Critical Review on Research Themes and Trends in Green BIM for AEC Sector

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. 899-916. https://papers.cumincad.org/cgi-bin/works/Show?ascaad2023_065
12. Al-Douri, Firas, Yan, Wei and Jahic, Edin (2023) Campusim: An Integrated Parametric BIM for Campus Design Simulation and Optimization

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. 471–480 https://doi.org/10.52842/conf.caadria.2023.2.471
13. 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
14. Irsyad, Naufal Andi, Alkadri, Miktha Farid, De Luca, Francesco, Arif, Muhammad and Heinzelmann, Florian (2023) Tropical Responsive Envelopes for Urban Heat Island mitigation in tropical countries

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. 249–258 https://doi.org/10.52842/conf.ecaade.2023.2.249
15. 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
16. Jorge, Leonardo, Eyesen, Carolina and Beirao, José Nuno (2023) Design Cost Analysis in a BIM/VPI 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. 217–226 https://doi.org/10.52842/conf.ecaade.2023.2.217
17. Kuang, Zheyuan; Zhang, Jiaxin; Huang, Yiying; Li, Yunqin (2023) Advancing Urban Renewal: An Automated Approach to Generating Historical Arcade Facades with Stable Diffusion Models

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 616-625. https://papers.cumincad.org/cgi-bin/works/Show?acadia23_v2_616
18. Lin, Zhichao, Yin, Shi, Liao, Wei and Xiao, Yiqiang (2023) Genetic Algorithm-Based Building Geometric Opening Configurations Optimization for Enhancing Ventilation Performance in the High-Density Urban District

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. 251–260 https://doi.org/10.52842/conf.caadria.2023.1.251
19. 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
20. 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

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