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. Rossi, Gabriella and Nicholas, Paul (2019) Haptic Learning - Towards Neural-Network-based adaptive Cobot Path-Planning for unstructured spaces

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 201-210 https://doi.org/10.52842/conf.ecaade.2019.2.201
2. de Miguel, Jaime, Villafa?e, Maria Eugenia, Piškorec, Luka and Sancho-Caparrini, Fernando (2019) Deep Form Finding - Using Variational Autoencoders for deep form finding of structural typologies

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 1, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 71-80 https://doi.org/10.52842/conf.ecaade.2019.1.071
3. Kinugawa, Hina and Takizawa, Atsushi (2019) Deep Learning Model for Predicting Preference of Space by Estimating the Depth Information of Space using Omnidirectional Images

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 61-68 https://doi.org/10.52842/conf.ecaade.2019.2.061
4. Newton, David (2019) Deep Generative Learning for the Generation and Analysis of Architectural Plans with Small Datasets

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 21-28 https://doi.org/10.52842/conf.ecaade.2019.2.021
5. Andrade Zandavali, Bárbara and Jiménez García, Manuel (2019) Automated Brick Pattern Generator for Robotic Assembly using Machine Learning and Images

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 3, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 217-226 https://doi.org/10.52842/conf.ecaade.2019.3.217
6. Arora, Hardik, Bielski, Jessica, Eisenstadt, Viktor, Langenhan, Christoph, Ziegler, Christoph, Althoff, Klaus-Dieter and Dengel, Andreas (2021) Consistency Checker - An automatic constraint-based evaluator for housing spatial configurations

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. 351-358 https://doi.org/10.52842/conf.ecaade.2021.2.351
7. Cao, Rui, Fukuda, Tomohiro and Yabuki, Nobuyoshi (2019) Quantifying Visual Environment by Semantic Segmentation Using Deep Learning - A Prototype for Sky View Factor

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 2, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 623-632 https://doi.org/10.52842/conf.caadria.2019.2.623
8. Chen, Dechen, Luo, Dan, Xu, Weiguo, Luo, Chen, Shen, Liren, Yan, Xia and Wang, Tianjun (2019) Re-perceive 3D printing with Artificial Intelligence

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 1, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 443-450 https://doi.org/10.52842/conf.ecaade.2019.1.443
9. Eric Peterson, Bhavleen Kaur (2023) Printing Compound-Curved Sandwich Structures with Robotic Multi-Bias Additive Manufacturing

Proceedings of the 2023 DigitalFUTURES The 5st International Conference on Computational Design and Robotic Fabrication (CDRF 2023) https://doi.org/https://doi.org/10.1007/978-981-99-8405-3_44
10. Güntepe, Rahma (2022) Building with Expanded Cork - A novel monolithic building structure

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 1, Ghent, 13-16 September 2022, pp. 29–36 https://doi.org/10.52842/conf.ecaade.2022.1.029
11. Machado Fagundes, Cristian Vinicius, Miotto Bruscato, Léia, Paiva Ponzio, Angelica and Chornobai, Sara Regiane (2023) Parametric environment for internalization and classification of models generated by the Shap-E tool

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. 1689–1698 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2023_416
12. Martinho, Helena, Belém, Catarina, Leitão, António, Loonen, Roel and Gomes, M. Glória (2019) Algorithmic Design and Performance Analysis of Adaptive Façades

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 1, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 685-694 https://doi.org/10.52842/conf.caadria.2019.1.685
13. Ng, Jennifer Mei Yee, Khean, Nariddh, Madden, David, Fabbri, Alessandra, Gardner, Nicole, Haeusler, M. Hank and Zavoleas, Yannis (2019) Optimising Image Classification - Implementation of Convolutional Neural Network Algorithms to Distinguish Between Plans and Sections within the Architectural, Engineering and Construction (AEC) Industry

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 2, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 795-804 https://doi.org/10.52842/conf.caadria.2019.2.795
14. Shen, Yanting, Wang, Xiaotong, Lin, Chen-Hsiang, Li, Shuyang, Pei, Wanyu and Stouffs, Rudi (2025) Forecasting Future Construction Demands: A Deep Learning approach for material stock circularity analysis of Singapore residential buildings

Dagmar Reinhardt, Nicolas Rogeau, Christiane M. Herr, Anastasia Globa, Jielin Chen, Taro Narahara (eds.), ARCHITECTURAL INFORMATICS - Proceedings of the 30th CAADRIA Conference, Tokyo, 22-29 March 2025, Volume 3, pp. 499–508 https://papers.cumincad.org/cgi-bin/works/Show?caadria2025_130
15. 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
16. Tomarchio, Ludovica, Hasler, Stephanie, Herthogs, Pieter, Müller, Johannes, Tunçer, Bige and He, Peijun (2019) Using an Online Participation Tool to Collect Relevant Data for Urban Design - The construction of two participation exercices

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 2, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 747-756 https://doi.org/10.52842/conf.caadria.2019.2.747
17. Weissenböck, Renate and Symeonidou, Ioanna (2019) Anatomy of a Building - Introducing interactive RGB lenses for architectural data visualization

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 1, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 739-748 https://doi.org/10.52842/conf.ecaade.2019.1.739
18. Cutellic, Pierre (2019) Towards encoding shape features with visual event-related potential based brain–computer interface for generative design

International Journal of Architectural Computing vol. 17 - no. 1, 88-102 https://papers.cumincad.org/cgi-bin/works/Show?ijac201917102
19. Del Campo, Matias; Manninger, Sandra; Carlson, Alexandra (2019) Imaginary Plans

ACADIA 19:UBIQUITY AND AUTONOMY [Proceedings of the 39th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-59179-7] (The University of Texas at Austin School of Architecture, Austin, Texas 21-26 October, 2019) pp. 412-418 https://doi.org/10.52842/conf.acadia.2019.412
20. Eisenstadt, Viktor, Langenhan, Christoph and Althoff, Klaus-Dieter (2019) Generation of Floor Plan Variations with Convolutional Neural Networks and Case-based Reasoning - An approach for transformative adaptation of room configurations within a framework for support of early conceptual design phases

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 79-84 https://doi.org/10.52842/conf.ecaade.2019.2.079

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