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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. Chen, Jielin and Stouffs, Rudi (2021) From Exploration to Interpretation - Adopting Deep Representation Learning Models to Latent Space Interpretation of Architectural Design Alternatives

A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 1, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 131-140 https://doi.org/10.52842/conf.caadria.2021.1.131
2. Karabagli, Kaan, Koc, Mustafa, Basu, Prithwish and As, Imdat (2021) A Machine Learning Approach to Translate Graph Representations into Conceptual Massing Models

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. 191–202 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2021_200
3. Song, Yanan and Yuan, Philip F. (2021) A Research On Building Cluster Morphology Formation Based On Wind Environmental Performance And Deep Reinforcement Learning

Stojakovic, V and Tepavcevic, B (eds.), Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference - Volume 1, University of Novi Sad, Novi Sad, Serbia, 8-10 September 2021, pp. 335-344 https://doi.org/10.52842/conf.ecaade.2021.1.335
4. Yousif, Shermeen and Bolojan, Daniel (2021) Deep-Performance - Incorporating Deep Learning for Automating Building Performance Simulation in Generative Systems

A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 1, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 151-160 https://doi.org/10.52842/conf.caadria.2021.1.151
5. Abdelmohsen, Sherif; Passaint Massoud (2021) Material-Based Parametric Form Finding: Learning Parametric Design through Computational Making

Abdelmohsen, S, El-Khouly, T, Mallasi, Z and Bennadji, A (eds.), Architecture in the Age of Disruptive Technologies: Transformations and Challenges [9th ASCAAD Conference Proceedings ISBN 978-1-907349-20-1] Cairo (Egypt) [Virtual Conference] 2-4 March 2021, pp. 521-535 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2021_118
6. Başarir, Lale; Kutluhan Erol (2021) Briefing AI: From Architectural Design Brief Texts to Architectural Design Sketches

Abdelmohsen, S, El-Khouly, T, Mallasi, Z and Bennadji, A (eds.), Architecture in the Age of Disruptive Technologies: Transformations and Challenges [9th ASCAAD Conference Proceedings ISBN 978-1-907349-20-1] Cairo (Egypt) [Virtual Conference] 2-4 March 2021, pp. 23-31 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2021_022
7. Cesar Rodrigues, Ricardo, Kenzo Imagawa, Marcelo, Rubio Koga, Renan and Bertola Duarte, Rovenir (2021) Big Data vs Smart Data on the Generation of Floor Plans with Deep Learning

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. 217–228 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2021_114
8. Chuang, Cheng-Lin and Chien, Sheng-Fen (2021) Facilitating Architect-Client Communication in the Pre-design Phase

A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 2, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 71-80 https://doi.org/10.52842/conf.caadria.2021.2.071
9. Guida, George (2023) Multimodal Architecture: Applications of Language in a Machine Learning Aided Design Process

Immanuel Koh, Dagmar Reinhardt, Mohammed Makki, Mona Khakhar, Nic Bao (eds.), HUMAN-CENTRIC - Proceedings of the 28th CAADRIA Conference, Ahmedabad, 18-24 March 2023, pp. 561–570 https://doi.org/10.52842/conf.caadria.2023.2.561
10. Ikeno, Kazunosuke, Fukuda, Tomohiro and Yabuki, Nobuyoshi (2021) Can a Generative Adversarial Network Remove Thin Clouds in Aerial Photographs? - Toward Improving the Accuracy of Generating Horizontal Building Mask Images for Deep Learning in Urban Planning and Design

A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 2, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 377-386 https://doi.org/10.52842/conf.caadria.2021.2.377
11. Joyce, Sam Conrad and Nazim, Ibrahim (2021) Limits to Applied ML in Planning and Architecture - Understanding and defining extents and capabilities

Stojakovic, V and Tepavcevic, B (eds.), Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference - Volume 1, University of Novi Sad, Novi Sad, Serbia, 8-10 September 2021, pp. 243-252 https://doi.org/10.52842/conf.ecaade.2021.1.243
12. Keshavarzi, Mohammad, Afolabi, Oladapo, Caldas, Luisa, Yang, Allen Y. and Zakhor, Avideh (2021) GenScan: A Generative Method for Populating Parametric 3D Scan Datasets

A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 1, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 91-100 https://doi.org/10.52842/conf.caadria.2021.1.091
13. Rhee, Jinmo and Veloso, Pedro (2021) Generative Design of Urban Fabrics Using Deep Learning

A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 1, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 31-40 https://doi.org/10.52842/conf.caadria.2021.1.031
14. Sebestyen, Adam, Rock, Johanna and Hirschberg, Urs Leonhard (2021) Towards Abductive Reasoning-Based Computational Design Tools - Using Machine Learning as a way to explore the combined design spaces of multiple parametric models

Stojakovic, V and Tepavcevic, B (eds.), Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference - Volume 1, University of Novi Sad, Novi Sad, Serbia, 8-10 September 2021, pp. 141-150 https://doi.org/10.52842/conf.ecaade.2021.1.141
15. Sönmez, Ayça and Gönenç Sorguç, Arzu (2021) Computer-Aided Fabrication Technologies as Computational Design Mediators

Stojakovic, V and Tepavcevic, B (eds.), Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference - Volume 1, University of Novi Sad, Novi Sad, Serbia, 8-10 September 2021, pp. 465-474 https://doi.org/10.52842/conf.ecaade.2021.1.465
16. Wang, Dasong and Snooks, Roland (2021) Intuitive Behavior - The Operation of Reinforcement Learning in Generative Design Processes

A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 1, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 101-110 https://doi.org/10.52842/conf.caadria.2021.1.101
17. Yuqian Li and Weiguo Xu (2021) Using CycleGAN to Achieve the Sketch Recognition Process of Sketch-Based Modeling

Proceedings of the 2021 DigitalFUTURES The 3rd International Conference on Computational Design and Robotic Fabrication (CDRF 2021) https://doi.org/https://doi.org/10.1007/978-981-16-5983-6_3
18. Chen, Jielin, Stouffs, Rudi and Biljecki, Filip (2021) Hierarchical (multi-label) architectural image recognition and classification

A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 1, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 161-170 https://doi.org/10.52842/conf.caadria.2021.1.161
19. Del Campo, Matias; Alexandra Carlson, and Sandra Manninger (2021) Towards Hallucinating Machines - Designing with Computational Vision

International Journal of Architectural Computing 2021, Vol. 19 - no. 1, 88–103 https://papers.cumincad.org/cgi-bin/works/Show?ijac202119106
20. Eisenstadt, Viktor, Arora, Hardik, Ziegler, Christoph, Bielski, Jessica, Langenhan, Christoph, Althoff, Klaus-Dieter and Dengel, Andreas (2021) Exploring optimal ways to represent topological and spatial features of building designs in deep learning methods and applications for architecture

A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 1, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 191-200 https://doi.org/10.52842/conf.caadria.2021.1.191

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