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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. 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
2. 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
3. Kahraman, Ridvan; Zechmeister, Christoph; Dong, Zhetao; Oguz, Ozgur S.; Drachenberg, Kurt; Menges, Achim; Rinderspacher, Katja (2021) Augmenting Design

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. 112-121. https://doi.org/10.52842/conf.acadia.2021.112
4. Lopez Rodriguez, Alvaro and Pantic, Igor (2023) Augmented Environments: The Architecture for the Augmented Era

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. 403–412 https://doi.org/10.52842/conf.caadria.2023.1.403
5. Mintrone, Alessandro and Erioli, Alessio (2021) Training Spaces - Fostering machine sensibility for spatial assemblages through wave function collapse and 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. 17-26 https://doi.org/10.52842/conf.ecaade.2021.1.017
6. Pellicano, Emily; Sturken, Carlo (2021) GPT-OA; Generative Pretrained Treatise--On Architecture

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. 564-571. https://doi.org/10.52842/conf.acadia.2021.564
7. Sonne-Frederiksen, Povl Filip, Larsen, Niels Martin and Buthke, Jan (2023) Point Cloud Segmentation for Building Reuse - Construction of digital twins in early phase building reuse projects

Dokonal, W, Hirschberg, U and Wurzer, G (eds.), Digital Design Reconsidered - Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023) - Volume 2, Graz, 20-22 September 2023, pp. 327–336 https://doi.org/10.52842/conf.ecaade.2023.2.327
8. Wibranek, Bastian, Liu, Yuxi, Funk, Niklas, Belousov, Boris, Peters, Jan and Tessmann, Oliver (2021) Reinforcement Learning for Sequential Assembly of SL-Blocks - Self-interlocking combinatorial design based on Machine 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. 27-36 https://doi.org/10.52842/conf.ecaade.2021.1.027
9. Wu, Shaoji (2021) Approach to Auto-Recognition of Human Trajectory in Squares using Machine Learning-Based Methods - An application of the Yolo-v3 and the DeepSORT algorithm

Stojakovic, V and Tepavcevic, B (eds.), Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference - Volume 2, University of Novi Sad, Novi Sad, Serbia, 8-10 September 2021, pp. 361-370 https://doi.org/10.52842/conf.ecaade.2021.2.361
10. 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
11. Elshani, Diellza, Koenig, Reinhard, Duering, Serjoscha, Schneider, Sven and Chronis, Angelos (2021) Measuring Sustainability and Urban Data Operationalization - An integrated computational framework to evaluate and interpret the performance of the urban form.

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. 407-416 https://doi.org/10.52842/conf.caadria.2021.2.407
12. Fukuda, Tomohiro; Marcos Novak, Hiroyuki Fujii, Yoann Pencreach (2021) Virtual reality rendering methods for training deep learning, analysing landscapes, and preventing virtual reality sickness

International Journal of Architectural Computing 2021, Vol. 19 - no. 2, 190–207 https://papers.cumincad.org/cgi-bin/works/Show?ijac202119205
13. Ghandi, Mona; Blaisdell, Marcus; Ismail, Mohamed (2021) Embodied empathy: Using affective computing to incarnate human emotion and cognition in architecture

International Journal of Architectural Computing 2021, Vol. 19 - no. 4, 532–552 https://papers.cumincad.org/cgi-bin/works/Show?ijac202119404
14. Johanes, Mikhael; Huang, Jeffrey (2021) Deep Learning Isovist

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. 134-141. https://doi.org/10.52842/conf.acadia.2021.134
15. 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
16. 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
17. Nahmad Vazquez, Alicia; Chen, Li (2021) Automated Generation of Custom Fit PPE Inserts

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. 48-57. https://doi.org/10.52842/conf.acadia.2021.048
18. Ng, Provides, Fernandez, Alberto, Doria, David, Odaibat, Baha and Karastathi, Nikoletta (2021) AI In+form: Intelligence and Aggregation for Solar Designs in the Built Environment

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. 203–215 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2021_5
19. Saldana Ochoa, Karla; Ohlbrock, Patrick Ole; D’Acunto, Pierluigi; Moosavi, Vahid (2021) Beyond typologies, beyond optimization: Exploring novel structural forms at the interface of human and machine intelligence

International Journal of Architectural Computing 2021, Vol. 19 - no. 3, 466–490 https://papers.cumincad.org/cgi-bin/works/Show?ijac202119313
20. 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

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