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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. Dong, Zhiyong (2022) Perceiving Fabric Immersed in Time, an Exploration of Urban Cognitive Capabilities of Neural Networks

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. 263-272 https://doi.org/10.52842/conf.caadria.2022.1.263
2. 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
3. Chuheng Tan and Ximing Zhong (2022) A Rapid Wind Velocity Prediction Method in Built Environment Based on CycleGAN Model

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_22
4. Dong, Zhiyong, Lin, Jinru, Wang, Siqi, Xu, Yijia, Xu, Jiaqi and Liu, Xiao (2022) Where Will Romance Occur, A New Prediction Method of Urban Love Map through Deep 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. 213-222 https://doi.org/10.52842/conf.caadria.2022.1.213
5. 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
6. Zhong, Ximing, Fricker, Pia, Yu, Fujia, Tan, Chuheng and Pan, Yuzhe (2022) A Discussion on an Urban Layout Workflow Utilizing Generative Adversarial Network (GAN) - With a focus on automatized labeling and dataset acquisition

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. 583–592 https://doi.org/10.52842/conf.ecaade.2022.2.583
7. Sencan, Inanc (2022) Progeny: A Grasshopper Plug-in that Augments Cellular Automata Algorithms for 3D Form Explorations

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. 377-391 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2022_099
8. Boim, Anna, Dortheimer, Jonathan and Sprecher, Aaron (2022) A Machine-Learning Approach to Urban Design Interventions In Non-Planned Settlements

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. 223-232 https://doi.org/10.52842/conf.caadria.2022.1.223
9. 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
10. Di Carlo, Raffaele, Mittal, Divyae and Vesely, Ondrej (2022) Generating 3D Building Volumes for a Given Urban Context using Pix2Pix GAN

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. 287–295 https://doi.org/10.52842/conf.ecaade.2022.2.287
11. 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
12. Kim, Dongyun, Guida, George and Garcia del Castillo y Lopez, Jose Luis (2022) PlacemakingAI : Participatory Urban Design with Generative Adversarial Networks

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. 485-494 https://doi.org/10.52842/conf.caadria.2022.2.485
13. Senem, Mehmet; Koc, Mustafa; Tuncay, Hayriye; As, Imdat (2022) Using Deep Learning to Generate Front and Backyards in Landscape Architecture

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. 2-16 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2022_060
14. Rodrigues, Ricardo C; Rovenir B Duarte (2022) Generating floor plans with deep learning: A cross-validation assessment over different dataset sizes

International Journal of Architectural Computing 2022, Vol. 20 - no. 3, pp. 630–644 https://papers.cumincad.org/cgi-bin/works/Show?ijac202220308
15. 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
16. Dornelas, Wallace; Martinez, Andressa (2022) Towards a Parametric Variation of Floor Plans: a Preliminary Approach for Vertical Residential Buildings

Herrera, PC, Dreifuss-Serrano, C, Gσmez, P, Arris-Calderon, LF, Critical Appropriations - Proceedings of the XXVI Conference of the Iberoamerican Society of Digital Graphics (SIGraDi 2022), Universidad Peruana de Ciencias Aplicadas, Lima, 7-11 November 2022 , pp. 151–162 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2022_156
17. Khean, Nariddh, During, Serjoscha, Chronis, Angelos, Konig, Reinhard and Haeusler, Matthias Hank (2022) An Assessment of Tool Interoperability and its Effect on Technological Uptake for Urban Microclimate Prediction with Deep Learning Models

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. 273-282 https://doi.org/10.52842/conf.caadria.2022.1.273
18. Marey, Ahmed; AlSabbagh, Nihal (2022) Simulating Human Senses to Improve Thermal Comfort

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. 689-702 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2022_104
19. Neumayr, Robert (2022) Agent-Based Semiology - Simulating office occupation patterns with conversation-based social models

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. 141–150 https://doi.org/10.52842/conf.ecaade.2022.2.141
20. Ortner, F. Peter; Jing Zhi Tay (2022) Resilient by design: Informing pandemic-safe building redesign with computational models of resident congestion

International Journal of Architectural Computing 2022, Vol. 20 - no. 1, pp. 129–144 https://papers.cumincad.org/cgi-bin/works/Show?ijac202220109

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