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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. Doumpioti, Christina and Huang, Jeffrey (2022) Field Condition - Environmental sensibility of spatial configurations with the use of machine intelligence

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 2, Ghent, 13-16 September 2022, pp. 67–74 https://doi.org/10.52842/conf.ecaade.2022.2.067
2. Huang, Chenyu, Zhang, Gengjia, Yin, Minggang and Yao, Jiawei (2022) Energy-driven Intelligent Generative Urban Design, Based on Deep Reinforcement Learning Method With a Nested Deep Q-R Network

Jeroen van Ameijde, Nicole Gardner, Kyung Hoon Hyun, Dan Luo, Urvi Sheth (eds.), POST-CARBON - Proceedings of the 27th CAADRIA Conference, Sydney, 9-15 April 2022, pp. 233-242 https://doi.org/10.52842/conf.caadria.2022.1.233
3. Rodrigues, Ricardo C; Rovenir B Duarte (2022) Generating floor plans with deep learning: A cross-validation assessment over different dataset sizes

International Journal of Architectural Computing 2022, Vol. 20 - no. 3, pp. 630–644 https://papers.cumincad.org/cgi-bin/works/Show?ijac202220308
4. van Son, Nicholas A. and Prado, Marshall (2022) Computational Schematic Design Utilizing Self-Organizing Programmatic Agents - A novel approach to visualizing and organizing urban and architectural data

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 2, Ghent, 13-16 September 2022, pp. 95–104 https://doi.org/10.52842/conf.ecaade.2022.2.095
5. Yousif, Shermeen and Bolojan, Daniel (2022) Deep Learning-Based Surrogate Modeling for Performance-Driven Generative Design Systems

Jeroen van Ameijde, Nicole Gardner, Kyung Hoon Hyun, Dan Luo, Urvi Sheth (eds.), POST-CARBON - Proceedings of the 27th CAADRIA Conference, Sydney, 9-15 April 2022, pp. 363-372 https://doi.org/10.52842/conf.caadria.2022.1.363
6. Yufan Xie, Jingsen Lian, and Yufang Zhou () A Slime Mold System Driven by Skeletonization Errors

Proceedings of the 2022 DigitalFUTURES The 4st International Conference on Computational Design and Robotic Fabrication (CDRF 2022) https://doi.org/https://doi.org/10.1007/978-981-19-8637-6_4
7. Chuheng Tan and Ximing Zhong (2022) A Rapid Wind Velocity Prediction Method in Built Environment Based on CycleGAN Model

Proceedings of the 2022 DigitalFUTURES The 4st International Conference on Computational Design and Robotic Fabrication (CDRF 2022) https://doi.org/https://doi.org/10.1007/978-981-19-8637-6_22
8. Dong, Zhiyong (2022) Perceiving Fabric Immersed in Time, an Exploration of Urban Cognitive Capabilities of Neural Networks

Jeroen van Ameijde, Nicole Gardner, Kyung Hoon Hyun, Dan Luo, Urvi Sheth (eds.), POST-CARBON - Proceedings of the 27th CAADRIA Conference, Sydney, 9-15 April 2022, pp. 263-272 https://doi.org/10.52842/conf.caadria.2022.1.263
9. Yecheng Zhang, Qimin Zhang, Yuxuan Zhao, Yunjie Deng, Feiyang Liu, Hao Zheng (2022) Artificial Intelligence Prediction of Urban Spatial Risk Factors from an Epidemic Perspective

Proceedings of the 2022 DigitalFUTURES The 4st International Conference on Computational Design and Robotic Fabrication (CDRF 2022) https://doi.org/https://doi.org/10.1007/978-981-19-8637-6_18
10. Zhiyong Dong and Jinru Lin (2022) Nolli Map: Interpretation of Urban Morphology Based on Machine Learning

Proceedings of the 2022 DigitalFUTURES The 4st International Conference on Computational Design and Robotic Fabrication (CDRF 2022) https://doi.org/https://doi.org/10.1007/978-981-19-8637-6_24
11. Zhong, Ximing, Fricker, Pia, Yu, Fujia, Tan, Chuheng and Pan, Yuzhe (2022) A Discussion on an Urban Layout Workflow Utilizing Generative Adversarial Network (GAN) - With a focus on automatized labeling and dataset acquisition

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 2, Ghent, 13-16 September 2022, pp. 583–592 https://doi.org/10.52842/conf.ecaade.2022.2.583
12. Huang, Jingfei and Tu, Han (2024) Inconsistent Affective Reaction: Sentiment of Perception and Opinion in Urban Environments

Nicole Gardner, Christiane M. Herr, Likai Wang, Hirano Toshiki, Sumbul Ahmad Khan (eds.), ACCELERATED DESIGN - Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 2, pp. 395–404 https://doi.org/10.52842/conf.caadria.2024.2.395
13. Lahtinen, Aaro, Gardner, Nicole, Ramos Jaime, Cristina and Yu, Kuai (2024) Visualising Sydney's Urban Green: A Web Interface for Monitoring Vegetation Coverage between 1992 and 2022 using Google Earth Engine

Nicole Gardner, Christiane M. Herr, Likai Wang, Hirano Toshiki, Sumbul Ahmad Khan (eds.), ACCELERATED DESIGN - Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 2, pp. 515–524 https://doi.org/10.52842/conf.caadria.2024.2.515
14. Duering, Serjoscha, Fink, Theresa, Chronis, Angelos and Konig, Reinhard (2022) Environmental Performance Assessment - The Optimisation of High-Rises in Vienna

Jeroen van Ameijde, Nicole Gardner, Kyung Hoon Hyun, Dan Luo, Urvi Sheth (eds.), POST-CARBON - Proceedings of the 27th CAADRIA Conference, Sydney, 9-15 April 2022, pp. 545-554 https://doi.org/10.52842/conf.caadria.2022.1.545
15. Geropanta, Vasiliki, Karagianni, Anna, Parthenios, Panagiotis, Ampatzoglou, Triantafyllos, Fatouros, Loukas, Simantiraki, Vasiliki, Brokos-Melissaratos, Orestis and Eleftheriadis, Dimitris (2022) Digitalization of Participatory Greening - The case of UnionYouth in Chania

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. 469–478 https://doi.org/10.52842/conf.ecaade.2022.1.469
16. Kabošová, Lenka; Angelos Chronis; Theodoros Galanos (2022) Fast wind prediction incorporated in urban city planning

International Journal of Architectural Computing 2022, Vol. 20 - no. 3, pp. 511–527 https://papers.cumincad.org/cgi-bin/works/Show?ijac202220302
17. Marsillo, Laura, Suntorachai, Nawapan, Karthikeyan, Keshava Narayan, Voinova, Nataliya, Khairallah, Lea and Chronis, Angelos (2022) Context Decoder - Measuring urban quality through artificial intelligence

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 2, Ghent, 13-16 September 2022, pp. 237–246 https://doi.org/10.52842/conf.ecaade.2022.2.237
18. Stuart-Smith, Robert and Danahy, Patrick (2022) Visual Character Analysis within Algorithmic Design: Quantifying Aesthetics Relative to Structural and Geometric Design Criteria

Jeroen van Ameijde, Nicole Gardner, Kyung Hoon Hyun, Dan Luo, Urvi Sheth (eds.), POST-CARBON - Proceedings of the 27th CAADRIA Conference, Sydney, 9-15 April 2022, pp. 131-140 https://doi.org/10.52842/conf.caadria.2022.1.131
19. Tunçer, Bige; Francisco Benita (2022) Data-driven thinking for measuring the human experience in the built environment

International Journal of Architectural Computing 2022, Vol. 20 - no. 2, pp. 316–333 https://papers.cumincad.org/cgi-bin/works/Show?ijac202220209
20. Yu, Jiaqi; Guo, Kening; Bai, Zishen; Wen, Zitong (2024) Application of Artificial Neural Network for Predicting U-Values of Building Envelopes in Temperate Zones

Kontovourkis, O, Phocas, MC and Wurzer, G (eds.), Data-Driven Intelligence - Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024, Volume 1, pp. 585–592 https://doi.org/10.52842/conf.ecaade.2024.1.585

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