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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. 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
22. Song, Yanan, Li, Keke, Lin, Yuqiong and Yuan, Philip F. (2021) Research on Self-Formation Wind Tunnel Platform Design based on dynamic gridding mechanical devices

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. 669-678 https://doi.org/10.52842/conf.caadria.2021.2.669
23. Wen Gao, Xuanming Zhang, Weixin Huang, and Shaohang Shi (2021) Command2Vec: Feature Learning of 3D Modeling Behavior Sequence—A Case Study on “Spiral-stair”

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_5
24. 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
25. 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
26. 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
27. Nicholas, Paul, Chen, Yu, Borpujari, Nihit, Bartov, Nitsan and Refsgaard, Andreas (2021) A Chained Machine Learning Approach to Motivate Retro-Cladding of Residential Buildings

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. 55-64 https://doi.org/10.52842/conf.ecaade.2021.1.055
28. Yönder, Veli Mustafa, Dogan, Fehmi and Çavka, Hasan Burak (2021) Deciphering and Forecasting Characteristics of Bodrum Houses Using Artificial Intelligence (AI) Approaches

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. 241–252 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2021_146
29. Kim, Jong Bum, Aman, Jayedi and Balakrishnan, Bimal (2021) Forecasting performance of Smart Growth development with parametric BIM-based microclimate simulations

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. 411-420 https://doi.org/10.52842/conf.caadria.2021.1.411
30. Mela, Débora, Carmo Pena Martinez, Andressa and Henrique Lima Zuin, Affonso (2021) Leaf Coverage Quantification for the Design of Vegetated Shading Geometries Using Algorithmic Modeling, Coupled with Imaging Software

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. 1463–1473 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2021_11
31. Najafi, Ali; Peiman Pilechiha (2021) Energy and Daylight Performance Optimization of Butterfly Inspired Intelligent Adaptive Façade

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. 99-112 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2021_095
32. Naylor, John Osmond (2021) Protection by Generative Design - Designing for full-culm bamboo durability using sunlight-hours modelling in Ladybug

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. 315-324 https://doi.org/10.52842/conf.ecaade.2021.1.315
33. 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
34. Pereira Silva, Lídia, Miguel Gomes Januário, Pedro and Manuel dos Santos Pereira de Almeida, Paulo (2021) Digital Tools to Analyze Sunlight Availability for Vertical Farming in Buildings Facades

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. 277–289 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2021_34
35. A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.) (2021) CAADRIA 2021: Projections, Volume 1

PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 1, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, 768 p. https://doi.org/10.52842/conf.caadria.2021.1
36. A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.) (2021) CAADRIA 2021: Projections, Volume 2

PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 2, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, 764 p. https://doi.org/10.52842/conf.caadria.2021.2
37. 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
38. Aly, Zeyad; Aly Ibrahim, Sherif Abdelmohsen (2021) Augmenting Passive Actuation of Hygromorphic Skins in Desert Climates: Learning from Thorny Devil Lizard Skins

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. 264-278 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2021_146
39. Baºarir, 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
40. Campos, Tatiana, Cruz, Paulo J. S. and Figueiredo, Bruno (2021) The Use of Natural Materials in Additive Manufacturing of Buildings Components - Towards a more sustainable architecture

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. 355-364 https://doi.org/10.52842/conf.ecaade.2021.1.355

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