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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, 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
2. Afsar, Secil, Estévez, Alberto T., Abdallah, Yomna K., Turhan, Gozde Damla, Ozel, Berfin and Doyuran, Aslihan (2022) Activating Co-Creation Methodologies of 3D Printing with Biocomposites Developed from Local Organic Wastes

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. 215–224 https://doi.org/10.52842/conf.ecaade.2022.1.215
3. 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
4. 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
5. Halici, Süheyla Müge and Gül, Leman Figen (2022) Utilizing Generative Adversarial Networks for Augmenting Architectural Massing Studies: AI-assisted Mixed Reality

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. 323–330 https://doi.org/10.52842/conf.ecaade.2022.1.323
6. 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
7. 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
8. Panagiotidou, Vasiliki and Koerner, Andreas (2022) From Intricate to Coarse and Back - A voxel-based workflow to approximate high-res geometries for digital environmental simulations

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. 491–500 https://doi.org/10.52842/conf.ecaade.2022.1.491
9. 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
10. 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
11. Stuart-Smith, Robert; Danahy, Patrick (2022) 3D Generative Design for Non-Experts: Multiview Perceptual Similarity with Agent-Based Reinforcement 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. 115–126 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2022_53
12. Turhan, Gozde Damla, Afsar, Secil, Ozel, Berfin, Doyuran, Aslihan, Varinlioglu, Guzden and Bengisu, Murat (2022) 3D Printing with Bacterial Cellulose-Based Bioactive Composites for Design Applications

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. 77–84 https://doi.org/10.52842/conf.ecaade.2022.1.077
13. Vugreshek, Zvonko (2022) Discrete Differences between Aggregate Systems for Generative Urban and Architectural Design

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. 29–38 https://doi.org/10.52842/conf.ecaade.2022.2.029
14. 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
15. 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
16. 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
17. 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
18. Diacodimitri, Alekos; Rebecchini, Federico (2022) Drawing with bare hands. A hand-gesture based drawing experience with motion sensors.

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. 969–980 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2022_274
19. 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
20. 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

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