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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# Author Citation Select
1. Ferrando, Cecilia; Niccolo Dalmasso, Jiawei Mai, Daniel Cardoso Llach (2019) Architectural Distant Reading Using Machine Learning to Identify Typological Traits Across Multiple Buildings

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, pp. 114-127 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_014
2. Huang, Chenyu, Zhang, Gengjia, Yin, Minggang and Yao, Jiawei (2022) Energy-driven Intelligent Generative Urban Design, Based on Deep Reinforcement Learning Method With a Nested Deep Q-R Network

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. 233-242 https://doi.org/10.52842/conf.caadria.2022.1.233
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. Li, Yuanyuan, Huang, Chenyu, Zhang, Gengjia and Yao, Jiawei (2022) Machine Learning Modeling and Genetic Optimization of Adaptive Building Facade Towards the Light Environment

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. 141-150 https://doi.org/10.52842/conf.caadria.2022.1.141
5. Lin, Yuqiong, Yao, Jiawei, Huang, Chenyu and Yuan, Philip F. (2019) The Future of Environmental Performance Architectural Design Based on Human-Computer Interaction - Prediction Generation Based on Physical Wind Tunnel and Neural Network Algorithms

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 2, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 633-642 https://doi.org/10.52842/conf.caadria.2019.2.633
6. Lin, Yuqiong, Zheng, Jingyun, Yao, Jiawei and Yuan, Philip F. (2018) Research on Physical Wind Tunnel and Dynamic Model Based Building Morphology Generation Method

T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 2, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 165-174 https://doi.org/10.52842/conf.caadria.2018.2.165
7. Liu, Yu, Huang, ChenYu, Qu, Rong and Yao, JiaWei (2025) PIGAN: Physically Informed Generative Adversarial Networks for Urban Wind Environment Prediction

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. 111–120 https://papers.cumincad.org/cgi-bin/works/Show?caadria2025_161
8. Luo, Ruizhe, Zhang, Xingzhao, Yang, Luqiao, Yang, Ruyi, Zhang, Fazhuo, Zhang, Ding, Huang, Chenyu and Yao, Jiawei (2023) Predicting the Environmental Effects of Urban Morphology and Greenery Using Deep Generative Models

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. 307–316 https://doi.org/10.52842/conf.ecaade.2023.2.307
9. Mei-Ling, Lin ; Han, Ling ; Kothapuram, Shankara ; Jiawei, Song (2012) Digital Vernacular

ACADIA 12: Synthetic Digital Ecologies [Proceedings of the 32nd Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-1-62407-267-3] San Francisco 18-21 October, 2012), pp. 187-195 https://doi.org/10.52842/conf.acadia.2012.187
10. 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
11. Shi, Zewei, Wang, Xiaoxin, Wang, Jinyu, Wang, Yu, Jian, Yixin, Huang, Chenyu and Yao, Jiawei (2024) A Method for Real-Time Prediction of Indoor Natural Ventilation in Residential Buildings

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. 9–18 https://doi.org/10.52842/conf.caadria.2024.1.009
12. Speranza, Philip; Keisler, Ryan; Mai, Jiawei Vincent (2015) Social Interaction and Cohesion Tool: A Dynamic Design Approach for Barcelona’s Superilles

ACADIA 2105: Computational Ecologies: Design in the Anthropocene [Proceedings of the 35th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-53726-8] Cincinnati 19-25 October, 2015), pp. 469-481 https://doi.org/10.52842/conf.acadia.2015.469
13. Wang, Chenyu, Wang, Jinyu, Yang, Wenxiao, Yao, Jiawei and Zhang, Xiaoyu (2025) Indoor 3DGS Wayfinder: Quantitative analysis and practical verification of optimal spatial characteristics and shooting path combination based on 3dgs

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. 305–314 https://papers.cumincad.org/cgi-bin/works/Show?caadria2025_616
14. Wang, Jiawei, Li, Han, Lin, Ying, Wu, Yuetong, Zhang, Li, Jiang, Yuan and Gao, Bo (2025) Incremental Control for Architectural Facade Generation: Enhancing design precision through fine-tuning of Diffusion Models

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 1, pp. 79–88 https://papers.cumincad.org/cgi-bin/works/Show?caadria2025_804
15. Wang, Jinyu, Huang, Chenyu, Zhu, Elaine, Shen, Yanting, Yao, Jiawei, Shi, Hang and Peng, Rui (2023) Enhanced Crowd-Driven Retail Counter Layout Design Using Generative Adversarial Network

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. 511–518 https://doi.org/10.52842/conf.ecaade.2023.2.511
16. Wang, Jinyu, Zhong, Zhengjia, Huang, Chenyu, Yao, Jiawei and Zhang, Xiaoyu (2025) iGene Plugin: Novel optimization framework for machine learning surrogate model integrated performance-driven design

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 1, pp. 131–140 https://papers.cumincad.org/cgi-bin/works/Show?caadria2025_618
17. Xingzhao Zhang, Xinyu Wu, Luqiao Yang, Jiaqi Xu, Ruizhe Luo, and Jiawei Yao (2022) Effect of Morphological Indicators on the Pedestrian Level Wind of the Existing Workers Villages in Shanghai

Proceedings of the 2022 DigitalFUTURES The 4st International Conference on Computational Design and Robotic Fabrication (CDRF 2022) https://doi.org/https://doi.org/10.1007/978-981-19-8637-6_15
18. Yan, Chao, Zhang, Yunyu, Yuan, Philip F. and Yao, Jiawei (2018) Virtual Motion - Shifting Perspective as an Instrument for Geometrical Construction

T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 2, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 471-480 https://doi.org/10.52842/conf.caadria.2018.2.471
19. Yao, Jiawei, Huang, Chenyu, Peng, Xi and Yuan, Philip F. (2021) Generative design method of building group - Based on generative adversarial network and genetic algorithm

A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 1, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 61-70 https://doi.org/10.52842/conf.caadria.2021.1.061
20. Yao, Jiawei, Lin, Yuqiong, Zhao, Yao, Yan, Chao, Li, Changlin and Yuan, Philip F. (2018) Augmented Reality Technology based Wind Environment Visualization

T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 1, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 369-377 https://doi.org/10.52842/conf.caadria.2018.1.369

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