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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. Li, Yunqin, Yabuki, Nobuyoshi, Fukuda, Tomohiro and Zhang, Jiaxin (2020) A big data evaluation of urban street walkability using deep learning and environmental sensors - a case study around Osaka University Suita campus

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. 319-328 https://doi.org/10.52842/conf.ecaade.2020.2.319
22. Loo, Stella Yi Ning, Jayashankar, Dhileep Kumar, Gupta, Sachin and Tracy, Kenneth (2020) Hygro-Compliant: Responsive Architecture with Passively Actuated Compliant Mechanisms

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. 223-232 https://doi.org/10.52842/conf.caadria.2020.1.223
23. Newton, David, Piatkowski, Dan, Marshall, Wesley and Tendle, Atharva (2020) Deep Learning Methods for Urban Analysis and Health Estimation of Obesity

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. 297-304 https://doi.org/10.52842/conf.ecaade.2020.1.297
24. 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
25. Rhee, Jinmo, Veloso, Pedro and Krishnamurti, Ramesh (2020) Integrating building footprint prediction and building massing - an experiment in Pittsburgh

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. 669-678 https://doi.org/10.52842/conf.caadria.2020.2.669
26. Singh, Manav Mahan, Schneider-Marin, Patricia, Harter, Hannes, Lang, Werner and Geyer, Philipp (2020) Applying Deep Learning and Databases for Energy-efficient Architectural Design - Abstract

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. 79-87 https://doi.org/10.52842/conf.ecaade.2020.2.079
27. Sun, Chengyu and Hu, Wei (2020) A Rapid Building Density Survey Method Based on Improved Unet

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. 649-658 https://doi.org/10.52842/conf.caadria.2020.2.649
28. Tarabishy, Sherif; Stamatios Psarras, Marcin Kosicki and Martha Tsigkari (2020) Deep learning surrogate models for spatial and visual connectivity

International Journal of Architectural Computing vol. 18 - no. 1, 53-66 https://papers.cumincad.org/cgi-bin/works/Show?ijac202018104
29. Veloso, Pedro and Krishnamurti, Ramesh (2020) An Academy of Spatial Agents - Generating spatial configurations with deep reinforcement learning

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. 191-200 https://doi.org/10.52842/conf.ecaade.2020.2.191
30. Xiao, Yahan, Chen, Sen, Ikeda, Yasushi and Hotta, Kensuke (2020) Automatic Recognition and Segmentation of Architectural Elements from 2D Drawings by Convolutional Neural Network

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. 843-852 https://doi.org/10.52842/conf.caadria.2020.1.843
31. Yubo Liu, Yihua Luo, Qiaoming Deng, and Xuanxing Zhou (2020) Exploration of Campus Layout Based on Generative Adversarial Network Discussing the Significance of Small Amount Sample Learning for Architecture

Proceedings of the 2020 DigitalFUTURES The 2nd International Conference on Computational Design and Robotic Fabrication (CDRF 2020) https://doi.org/https://doi.org/10.1007/978-981-33-4400-6_16
32. Zhen Han, Wei Yan, and Gang Liu (2020) A Performance-Based Urban Block Generative Design Using Deep Reinforcement Learning and Computer Vision

Proceedings of the 2020 DigitalFUTURES The 2nd International Conference on Computational Design and Robotic Fabrication (CDRF 2020) https://doi.org/https://doi.org/10.1007/978-981-33-4400-6_13
33. Zohier, Islam; EL Antably, Ahmed; S. Madani, Ahmed (2020) An AI Lens on Historic Cairo

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. 426-434. https://doi.org/10.52842/conf.acadia.2020.1.426
34. Özerol, Gizem; Semra Arslan Selçuk (2023) Machine learning in the discipline of architecture: A review on the research trends between 2014 and 2020

International Journal of Architectural Computing 2023, Vol. 21 - no. 1, pp. 23–41 https://papers.cumincad.org/cgi-bin/works/Show?ijac202321102
35. Battaglia, Christopher A.; Verian, Kho; Miller, Martin F. (2020) DE:Stress Pavilion

ACADIA 2020: Distributed Proximities / Volume II: Projects [Proceedings of the 40th Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-95253-6]. Online and Global. 24-30 October 2020. edited by M. Yablonina, A. Marcus, S. Doyle, M. del Campo, V. Ago, B. Slocum. 202-207 https://papers.cumincad.org/cgi-bin/works/Show?acadia20_202p
36. Farinea, Chiara, Awad, Lana, Dubor, Alex and El Atab, Mohamad (2020) Integrating biophotovoltaic and cyber-physical technologies into a 3D printed wall

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. 463-472 https://doi.org/10.52842/conf.ecaade.2020.2.463
37. Lima Ferreira, Claudio and Vaz Lima, Larissa (2021) Architecture and Neuroscience: Green Areas Contributions to Hospitalized Patients’ Homeostasis

Gomez, P and Braida, F (eds.), Designing Possibilities - Proceedings of the XXV International Conference of the Ibero-American Society of Digital Graphics (SIGraDi 2021), Online, 8 - 12 November 2021, pp. 927–939 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2021_260
38. Neves, Thayssa Barbosa da Silva; Labaki, Lucila Chebel (2020) Indicators for Urban Green (IUG): Proposal for a Computational Implementation

SIGraDi 2020 [Proceedings of the 24th Conference of the Iberoamerican Society of Digital Graphics - ISSN: 2318-6968] Online Conference 18 - 20 November 2020, pp. 983-990 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2020_983
39. Pazmino, Ana Veronica (2020) App for analysis and development of products with environmental quality

SIGraDi 2020 [Proceedings of the 24th Conference of the Iberoamerican Society of Digital Graphics - ISSN: 2318-6968] Online Conference 18 - 20 November 2020, pp. 555-562 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2020_555
40. Seifert, Nils; Michael Mühlhaus and Frank Petzold (2020) Urban strategy playground: Rethinking the urban planner’s toolbox

International Journal of Architectural Computing vol. 18 - no. 1, 20-40 https://papers.cumincad.org/cgi-bin/works/Show?ijac202018102

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