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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. 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
2. Kim, Frederick Chando and Huang, Jeffrey (2022) Perspectival GAN - Architectural form-making through dimensional transformation

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. 341–350 https://doi.org/10.52842/conf.ecaade.2022.1.341
3. Kim, Frederick Chando and Huang, Jeffrey (2022) Deep Architectural Archiving (DAA), Towards a Machine Understanding of Architectural Form

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. 727-736 https://doi.org/10.52842/conf.caadria.2022.1.727
4. Veloso, Pedro, Rhee, Jinmo, Bidgoli, Ardavan and Ladron de Guevara, Manuel (2022) Bubble2Floor: A Pedagogical Experience With Deep Learning for Floor Plan Generation

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. 373-382 https://doi.org/10.52842/conf.caadria.2022.1.373
5. Cesar Rodrigues, Ricardo, Rubio Koga, Renan, Hitomi Hirota, Ercilia and Bertola Duarte, Rovenir (2022) Mapping Space Allocation with Artificial Intelligence - An approach towards mass customized housing units

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. 631–640 https://doi.org/10.52842/conf.ecaade.2022.2.631
6. 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
7. 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
8. 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
9. Dzieduszyński, Tomasz (2022) Machine learning and complex compositional principles in architecture: Application of convolutional neural networks for generation of context-dependent spatial compositions

International Journal of Architectural Computing 2022, Vol. 20 - no. 2, pp. 196–215 https://papers.cumincad.org/cgi-bin/works/Show?ijac202220203
10. Eroglu, Ruşen and Gül, Leman Figen (2022) Architectural Form Explorations through Generative Adversarial Networks - Predicting the potentials of StyleGAN

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. 575–582 https://doi.org/10.52842/conf.ecaade.2022.2.575
11. Grugni, Francesco, Voltolina, Marco and Cattaneo, Tiziano (2022) Use of Object Recognition AI in Community and Heritage Mapping for the Drafting of Sustainable Development Strategies Suitable for Individual Communities, With Case Studies in China, Albania and Italy

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. 717-726 https://doi.org/10.52842/conf.caadria.2022.1.717
12. Johanes, Mikhael and Huang, Jeffrey (2022) Deep Learning Spatial Signature - Inverted GANs for Isovist representation in architectural floorplan

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. 621–629 https://doi.org/10.52842/conf.ecaade.2022.2.621
13. Koh, Immanuel (2022) Palette2Interior Architecture: From Syntactic and Semantic Colour Palettes to Generative Interiors with Deep Learning

Herrera, PC, Dreifuss-Serrano, C, Gómez, 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. 187–198 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2022_168
14. 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
15. 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
16. Tomás Vivanco, Juan Eduardo Ojeda, Philip Yuan (2022) Regression-Based Inductive Reconstruction of Shell Auxetic Structures

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_42
17. Xiao, Yahan, Hotta, Akito, Fuji, Takaaki, Kikuzato, Naoto and Hotta, Kensuke (2022) Urban Scale 3 Dimensional CFD Approximation Based on Deep Learning A Quick Air Flow Prediction for Volume Study in Architecture Early Design Stage

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. 303-312 https://doi.org/10.52842/conf.caadria.2022.1.303
18. Yousif, Shermeen and Bolojan, Daniel (2022) Deep Learning-Based Surrogate Modeling for Performance-Driven Generative Design Systems

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. 363-372 https://doi.org/10.52842/conf.caadria.2022.1.363
19. Yousif, Shermeen and Vermisso, Emmanouil (2022) Towards AI-Assisted Design Workflows for an Expanded Design Space

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. 335-344 https://doi.org/10.52842/conf.caadria.2022.2.335
20. 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

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