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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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41. 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
42. 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
43. 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
44. Yang, Qing, Cao, Chufan, Li, Haimiao, Qiu, Waishan, Li, Wenjing and Luo, Dan (2022) Quantifying the Coherence and Divergence of Planned, Visual and Perceived Streets Greening to Inform Ecological Urban Planning

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. 565-574 https://doi.org/10.52842/conf.caadria.2022.1.565
45. 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
46. Acican, Oyku and Luyten, Laurens (2022) Experiential Learning of Structural Systems - Comparison of design-based and experiment-based pedagogies

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. 535–544 https://doi.org/10.52842/conf.ecaade.2022.2.535
47. 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
48. Anni Dai (2022) Co-creation: Space Reconfiguration by Architect and Agent Simulation Based 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_27
49. Awan, Abeeha, Lombardi, Davide, Ruffino, Paolo and Agkathidis, Asterios (2022) Efficacy of Gamification on Introductory Architectural Education: a literature review

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. 553–564 https://doi.org/10.52842/conf.ecaade.2022.2.553
50. Bacinoglu, Saadet Zeynep; Cavus, Ozlem (2022) Gamifying Origami: Rule-based Improvisation for Design Exploration

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. 595-608 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2022_120
51. BuHamdan, Samer; Aladdin Alwisy; Thomas Danel; Ahmed Bouferguene; Zoubeir Lafhaj (2022) The use of reinforced learning to support multidisciplinary design in the AEC industry: Assessing the utilization of Markov Decision Process

International Journal of Architectural Computing 2022, Vol. 20 - no. 2, pp. 216–237 https://papers.cumincad.org/cgi-bin/works/Show?ijac202220204
52. Coersmeier, Jonas; Nanasca, James; Man Hin, Ivan Yan; Blasetti, Ezio (2022) Nanotectonica SEM-GAN

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. 224-243. https://papers.cumincad.org/cgi-bin/works/Show?acadia22_224
53. Duering, Serjoscha, Fink, Theresa, Chronis, Angelos and Konig, Reinhard (2022) Environmental Performance Assessment - The Optimisation of High-Rises in Vienna

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. 545-554 https://doi.org/10.52842/conf.caadria.2022.1.545
54. 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
55. Güzelci, Orkan Zeynel (2022) Machine Learning in Predicting Section Drawings - Case of Anatolian Seljuk Kümbets

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. 169–176 https://doi.org/10.52842/conf.ecaade.2022.2.169
56. Jiaqi Wang and Wanzhu Jiang (2022) Demand-Driven Distributed Adaptive Space Planning Based on Reinforcement 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_23
57. 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
58. Kotov, Anatolii, Starke, Rolf and Vukorep, Ilija (2022) Spatial Agent-based Architecture Design Simulation Systems

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. 105–112 https://doi.org/10.52842/conf.ecaade.2022.2.105
59. Körner, Andreas (2022) Chromogenic Composites - A case study combining thermochromics with heat transfer simulations and digital fabrication in architectural education

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. 291–300 https://doi.org/10.52842/conf.ecaade.2022.1.291
60. Liu, Xinyu and van Ameijde, Jeroen (2022) Data-driven Research on Street Environmental Qualities and Vitality Using GIS Mapping and Machine Learning, a Case Study of Ma On Shan, Hong Kong

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.2022.1.485

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