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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. Lin, Yuxin (2022) Rhetoric, Writing, and Anexact Architecture: The Experiment of Natural Language Processing (NLP) and Computer Vision (CV) in Architectural Design

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. 343-352 https://doi.org/10.52842/conf.caadria.2022.1.343
2. Yuqian Li, Weiguo Xu, and Xingchen Liu (2022) Research on Architectural Generation Design of Specific Architect's Sketch Based on Image-To-Image Translation

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_28
3. Karimian-Aliabadi, Hamed, Adelzadeh, Amin and Robeller, Christopher (2022) A Computational Workflow for Design-to-Assembly of Shingle Covering Systems for Multi-Curved Surface Structures

Pak, B, Wurzer, G and Stouffs, R (eds.), Co-creating the Future: Inclusion in and through Design - Proceedings of the 40th Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2022) - Volume 1, Ghent, 13-16 September 2022, pp. 659–666 https://doi.org/10.52842/conf.ecaade.2022.1.659
4. Bailey, Grayson, Kammler, Olaf, Weiser, Rene, Fuchkina, Ekaterina and Schneider, Sven (2022) Performing Immersive Virtual Environment User Studies with VREVAL

Pak, B, Wurzer, G and Stouffs, R (eds.), Co-creating the Future: Inclusion in and through Design - Proceedings of the 40th Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2022) - Volume 2, Ghent, 13-16 September 2022, pp. 437–446 https://doi.org/10.52842/conf.ecaade.2022.2.437
5. Bank, Mathias, Sandor, Viktoria, Schinegger, Kristina and Rutzinger, Stefan (2022) Learning Spatiality - A GAN method for designing architectural models through labelled sections

Pak, B, Wurzer, G and Stouffs, R (eds.), Co-creating the Future: Inclusion in and through Design - Proceedings of the 40th Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2022) - Volume 2, Ghent, 13-16 September 2022, pp. 611–619 https://doi.org/10.52842/conf.ecaade.2022.2.611
6. Cicek, Selen; Koc, Mustafa; Korukcu, Berfin (2022) Urban Map Generation in Artist's Style using Generative Adversarial Networks (GAN)

Hybrid Spaces of the Metaverse - Architecture in the Age of the Metaverse: Opportunities and Potentials [10th ASCAAD Conference Proceedings] Debbieh (Lebanon) [Virtual Conference] 12-13 October 2022, pp. 264-282 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2022_085
7. 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
8. Kharbanda, Kritika, Papadopoulou, Iliana, Pouliou, Panagiota, Daw, Karim, Belwadi, Anirudh and Loganathan, Hariprasath (2022) LearnCarbon - A tool for machine learning prediction of global warming potential from abstract designs

Pak, B, Wurzer, G and Stouffs, R (eds.), Co-creating the Future: Inclusion in and through Design - Proceedings of the 40th Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2022) - Volume 2, Ghent, 13-16 September 2022, pp. 601–610 https://doi.org/10.52842/conf.ecaade.2022.2.601
9. Li, Yunqin; Zhang, Jiaxin; Wang, Xueqiang; Ma, Kai (2022) Measuring Street Vitality Based on Video-image Using Deep Learning

ACADIA 2022: Hybrids and Haecceities [Proceedings of the 42nd Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 979-8-9860805-8-1]. University of Pennsylvania Stuart Weitzman School of Design. 27-29 October 2022. edited by M. Akbarzadeh, D. Aviv, H. Jamelle, and R. Stuart-Smith. 714-725. https://papers.cumincad.org/cgi-bin/works/Show?acadia22_714
10. Ozman, Gizem; Selcuk, Semra (2022) Generating Mass Housing Plans through GANs: A case in TOKI, Turkey

Hybrid Spaces of the Metaverse - Architecture in the Age of the Metaverse: Opportunities and Potentials [10th ASCAAD Conference Proceedings] Debbieh (Lebanon) [Virtual Conference] 12-13 October 2022, pp. 17-29 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2022_063
11. Yecheng Zhang, Qimin Zhang, Yuxuan Zhao, Yunjie Deng, Feiyang Liu, Hao Zheng (2022) Artificial Intelligence Prediction of Urban Spatial Risk Factors from an Epidemic Perspective

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_18
12. Zhiyong Dong and Jinru Lin (2022) Nolli Map: Interpretation of Urban Morphology Based on Machine Learning

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_24
13. Zhuang, Xinwei (2022) Rendering Sketches - Interactive rendering generation from sketches using conditional generative adversarial neural network

Pak, B, Wurzer, G and Stouffs, R (eds.), Co-creating the Future: Inclusion in and through Design - Proceedings of the 40th Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2022) - Volume 1, Ghent, 13-16 September 2022, pp. 517–524 https://doi.org/10.52842/conf.ecaade.2022.1.517
14. Zidong Liu, Yan Li, and Xiao Xiao (2022) Predicting the Vitality of Stores Along the Street Based on Business Type Sequence via Recurrent Neural Network

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_29
15. Akbar, Zuardin, Wood, Dylan, Kiesewetter, Laura, Menges, Achim and Wortmann, Thomas (2022) A Data-Driven Workflow for Modelling Self-Shaping Wood Bilayer, Utilizing Natural Material Variations with Machine Vision and Machine Learning

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. 393-402 https://doi.org/10.52842/conf.caadria.2022.1.393
16. Ataman, Cem, Tuncer, Bige and Perrault, Simon (2022) Asynchronous Digital Participation in Urban Design Processes: Qualitative Data Exploration and Analysis With Natural Language Processing

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. 383-392 https://doi.org/10.52842/conf.caadria.2022.1.383
17. Deli Liu and Keqi Wang (2022) Spatial Analysis of Villages in Jilin Province Based on Space Syntax and Machine Learning

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_1
18. Gong, Pixin, Huang, Xiaoran, Huang, Chenyu and White, Marcus (2022) Machine Learning-Based Walkability Modeling in Urban Life Circle

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. 645-654 https://doi.org/10.52842/conf.caadria.2022.1.645
19. Ismail, Ahmed Wael and Marin, Philippe (2022) Direct Interoperability between Industrial Engineering and AEC: Technical and Geometric Challenges

Pak, B, Wurzer, G and Stouffs, R (eds.), Co-creating the Future: Inclusion in and through Design - Proceedings of the 40th Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2022) - Volume 1, Ghent, 13-16 September 2022, pp. 537–546 https://doi.org/10.52842/conf.ecaade.2022.1.537
20. Mohsen, Hiba; Tohme, Mohamad; Nashi, Rawan (2022) From Passive to Immersive: Metaverse as a Pedagogical Approach in History Class: Presenting a Constant Reminder of Historical Remnants and a Customizable Reality for Future Preferences; Beirut as a Case Study

Hybrid Spaces of the Metaverse - Architecture in the Age of the Metaverse: Opportunities and Potentials [10th ASCAAD Conference Proceedings] Debbieh (Lebanon) [Virtual Conference] 12-13 October 2022, pp. 202-219 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2022_121

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