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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. Alawadhi, Mohammad; Yan, Wei (2020) BIM Hyperreality

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. 228-236. https://doi.org/10.52842/conf.acadia.2020.1.228
2. Chan, Yick Hin Edwin and Spaeth, A. Benjamin (2020) Architectural Visualisation with Conditional Generative Adversarial Networks (cGAN). - What machines read in architectural sketches.

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. 299-308 https://doi.org/10.52842/conf.ecaade.2020.2.299
3. 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
4. Rossi, Gabriella; Nicholas, Paul (2020) Encoded Images

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. 218-227. https://doi.org/10.52842/conf.acadia.2020.1.218
5. Sun, Yunjuan; Jiang, Lei; Zheng, Hao (2020) A Machine Learning Method of Predicting Behavior Vitality Using Open Source Data

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. 160-168. https://doi.org/10.52842/conf.acadia.2020.2.160
6. del Campo, Matias; Carlson, Alexandra; Manninger, Sandra (2020) How Machines Learn to Plan

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. 272-281. https://doi.org/10.52842/conf.acadia.2020.1.272
7. Ezzat, Mohammed (2020) A Framework for a Comprehensive Conceptualization of Urban Constructs - SpatialNet and SpatialFeaturesNet for computer-aided creative urban design

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. 111-120 https://doi.org/10.52842/conf.caadria.2020.2.111
8. 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
9. 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
10. 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
11. 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
12. 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
13. 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
14. 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
15. Alva, Pradeep, Lee, Han Jie, Lin, Zhuoli, Mehta, Palak, Chen, Jielin and Janssen, Patrick (2020) Geo-computation for District Planning - An Agile Automated Modelling Approach

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. 793-802 https://doi.org/10.52842/conf.caadria.2020.1.793
16. 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
17. 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
18. Yazici, Sevil (2020) A machine-learning model driven by geometry, material and structural performance data in architectural 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. 411-418 https://doi.org/10.52842/conf.ecaade.2020.1.411
19. Zhang, Hang and Blasetti, Ezio (2020) 3D Architectural Form Style Transfer through Machine Learning

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. 659-668 https://doi.org/10.52842/conf.caadria.2020.2.659
20. Claypool, Mollie; Jimenez Garcia, Manuel; Retsin, Gilles; Jaschke, Clara; Saey, Kevin (2020) Discrete Automation

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. 638-647. https://doi.org/10.52842/conf.acadia.2020.1.638

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