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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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21. Kampani, Anna and Varoudis, Tasos (2020) Perceptive Machine - Visuospatial Configurations Through Machine Intuition

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 1, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 419-428 https://doi.org/10.52842/conf.ecaade.2020.1.419
22. 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
23. La Russa, Federico Mario and Santagati, Cettina (2020) From the Cognitive to the Sentient Building - Machine Learning for the preservation of museum collections in historical architecture

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 2, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 507-516 https://doi.org/10.52842/conf.ecaade.2020.2.507
24. Li, Peiwen; Zhu, Wenbo (2020) Clustering and Morphological Analysis of Campus Context

ACADIA 2020: Distributed Proximities / Volume I: Technical Papers [Proceedings of the 40th Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-95213-0]. Online and Global. 24-30 October 2020. edited by B. Slocum, V. Ago, S. Doyle, A. Marcus, M. Yablonina, and M. del Campo. 170-177. https://doi.org/10.52842/conf.acadia.2020.2.170
25. Markusiewicz, Jacek and Gortazar Balerdi, Ander (2020) LOTI - Using Machine Learning to simulate subjective opinions in design.

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 1, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 439-448 https://doi.org/10.52842/conf.ecaade.2020.1.439
26. Meeran, Ahmed; Conrad Joyce, Sam (2020) Machine Learning for Comparative Urban Planning at Scale: An Aviation Case Study

ACADIA 2020: Distributed Proximities / Volume I: Technical Papers [Proceedings of the 40th Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-95213-0]. Online and Global. 24-30 October 2020. edited by B. Slocum, V. Ago, S. Doyle, A. Marcus, M. Yablonina, and M. del Campo. 178-187. https://doi.org/10.52842/conf.acadia.2020.1.178
27. Meng, Leo Lin, Graham, Jeremy and Haeusler, M. Hank (2020) t-SNE: A Dimensionality Reduction Tool for Design Data Visualisation

D. Holzer, W. Nakapan, A. Globa, I. Koh (eds.), RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th CAADRIA Conference - Volume 2, Chulalongkorn University, Bangkok, Thailand, 5-6 August 2020, pp. 629-638 https://doi.org/10.52842/conf.caadria.2020.2.629
28. Mette Ramsgaard Thomsen, Paul Nicholas, Martin Tamke, Sebastian Gatz, Yuliya Sinke and Gabriella Rossi (2020) Towards machine learning for architectural fabrication in the age of industry 4.0

International Journal of Architectural Computing vol. 18 - no. 4, 335–352 https://papers.cumincad.org/cgi-bin/works/Show?ijac202018402
29. Muehlbauer, Manuel, Song, Andy and Burry, Jane (2020) Smart Structures - A Generative Design Framework for Aesthetic Guidance in Structural Node Design - Application of Typogenetic Design for Custom-Optimisation of Structural Nodes

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 1, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 623-632 https://doi.org/10.52842/conf.ecaade.2020.1.623
30. Newton, David (2020) Anxious Landscapes

ACADIA 2020: Distributed Proximities / Volume I: Technical Papers [Proceedings of the 40th Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-95213-0]. Online and Global. 24-30 October 2020. edited by B. Slocum, V. Ago, S. Doyle, A. Marcus, M. Yablonina, and M. del Campo. 130-137. https://doi.org/10.52842/conf.acadia.2020.2.130
31. Noel, Vernelle A. (2023) Carnival + AI: Heritage, Immersive virtual spaces, and Machine Learning

ACADIA 2023: Habits of the Anthropocene: Scarcity and Abundance in a Post-Material Economy [Volume 1: Projects Catalog of the 43rd Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 979-8-9860805-8-1]. Denver. 26-28 October 2023. edited by A. Crawford, N. Diniz, R. Beckett, J. Vanucchi, M. Swackhamer 242-245. https://papers.cumincad.org/cgi-bin/works/Show?acadia23_v1_242
32. Paul Nicholas, Gabriella Rossi, Ella Williams, Michael Bennett and Tim Schork (2020) Integrating real-time multi-resolution scanning and machine learning for Conformal Robotic 3D Printing in Architecture

International Journal of Architectural Computing vol. 18 - no. 4, 371–384 https://papers.cumincad.org/cgi-bin/works/Show?ijac202018404
33. Ren, Yue and Zheng, Hao (2020) The Spire of AI - Voxel-based 3D Neural Style Transfer

D. Holzer, W. Nakapan, A. Globa, I. Koh (eds.), RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th CAADRIA Conference - Volume 2, Chulalongkorn University, Bangkok, Thailand, 5-6 August 2020, pp. 619-628 https://doi.org/10.52842/conf.caadria.2020.2.619
34. Sanatani, Rohit Priyadarshi (2020) A Machine-Learning driven Design Assistance Framework for the Affective Analysis of Spatial Enclosures

D. Holzer, W. Nakapan, A. Globa, I. Koh (eds.), RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th CAADRIA Conference - Volume 1, Chulalongkorn University, Bangkok, Thailand, 5-6 August 2020, pp. 741-750 https://doi.org/10.52842/conf.caadria.2020.1.741
35. Santos, Ítalo, Andrade, Max, Zanchettin, Cleber and Rolim, Adriana (2023) Machine learning applied in the evaluation of airport projects in Brazil based on BIM models

García Amen, F, Goni Fitipaldo, A L and Armagno Gentile, Á (eds.), Accelerated Landscapes - Proceedings of the XXVII International Conference of the Ibero-American Society of Digital Graphics (SIGraDi 2023), Punta del Este, Maldonado, Uruguay, 29 November - 1 December 2023, pp. 875–887 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2023_234
36. Sebestyen, Adam and Tyc, Jakub (2020) Machine Learning Methods in Energy Simulations for Architects and Designers - The implementation of supervised machine learning in the context of the computational design process

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 1, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 613-622 https://doi.org/10.52842/conf.ecaade.2020.1.613
37. Shen, Jiaqi, Liu, Chuan, Ren, Yue and Zheng, Hao (2020) Machine Learning Assisted Urban Filling

D. Holzer, W. Nakapan, A. Globa, I. Koh (eds.), RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th CAADRIA Conference - Volume 2, Chulalongkorn University, Bangkok, Thailand, 5-6 August 2020, pp. 679-688 https://doi.org/10.52842/conf.caadria.2020.2.679
38. Silva Dória, David Rodrigues; Ramaswami, Keshav; Claypool, Mollie; Retsin, Gilles (2021) Public parts, resocialized autonomous communal life

International Journal of Architectural Computing 2021, Vol. 19 - no. 4, 568–593 https://papers.cumincad.org/cgi-bin/works/Show?ijac202119406
39. Slocum, Brian; Ago, Viola; Doyle, Shelby; Marcus, Adam; Yablonina, Maria; del Campo, Matias (eds.) (2020) ACADIA 2020: Distributed Proximities

ACADIA 2020: Distributed Proximities / Volume I: Technical Papers [Proceedings of the 40th Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-95213-0]. Online and Global. 24-30 October 2020. 747 p. https://doi.org/10.52842/conf.acadia.2020.1
40. Smith, Rebecca (2021) Passive Listening and Evidence Collection

ACADIA 2021: Realignments: Toward Critical Computation [Proceedings of the 41st Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 979-8-986-08056-7]. Online and Global. 3-6 November 2021. edited by B. Bogosian, K. Dörfler, B. Farahi, J. Garcia del Castillo y López, J. Grant, V. Noel, S. Parascho, and J. Scott. 76-81. https://doi.org/10.52842/conf.acadia.2021.076

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