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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. Boim, Anna, Dortheimer, Jonathan and Sprecher, Aaron (2022) A Machine-Learning Approach to Urban Design Interventions In Non-Planned Settlements

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. 223-232 https://doi.org/10.52842/conf.caadria.2022.1.223
2. Araujo, Goncalo, Santos, Luis, Leitao, Antonioand Gomes, Ricardo (2022) AD-Based Surrogate Models for Simulation and Optimization of Large Urban Areas

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. 689-698 https://doi.org/10.52842/conf.caadria.2022.2.689
3. Braumann, Johannes, Gollob, Emanuel and Singline, Karl (2022) Visual Programming for Interactive Robotic Fabrication Processes - Process flow definition in robotic fabrication

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. 427–434 https://doi.org/10.52842/conf.ecaade.2022.2.427
4. 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
5. Dzieduszyński, Tomasz (2022) Machine learning and complex compositional principles in architecture: Application of convolutional neural networks for generation of context-dependent spatial compositions

International Journal of Architectural Computing 2022, Vol. 20 - no. 2, pp. 196–215 https://papers.cumincad.org/cgi-bin/works/Show?ijac202220203
6. Koehler, Daniel (2022) Building Synthetic Data Sets or How to Learn from Future Architectures?

ACADIA 2022: Hybrids and Haecceities [Proceedings of the 42nd Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 979-8-9860805-8-1]. University of Pennsylvania Stuart Weitzman School of Design. 27-29 October 2022. edited by M. Akbarzadeh, D. Aviv, H. Jamelle, and R. Stuart-Smith. 310-317. https://papers.cumincad.org/cgi-bin/works/Show?acadia22_310
7. Li, Jiongye and Stouffs, Rudi (2024) Distribution of Carbon Storage and Potential Strategies to Enhance Carbon Sequestration Capacity in Singapore: A Study Based on Machine Learning Simulation and Geospatial Analysis

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. 89–98 https://doi.org/10.52842/conf.caadria.2024.2.089
8. 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
9. Raanan, Noam, Yoffe, Hatzav and Grobman, Jacob (2022) A Machine Learning Evaluation Method for Sustainability Evaluation: The Case of Neighbourhoods' Design

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. 283-291 https://doi.org/10.52842/conf.caadria.2022.1.283
10. Stuart-Smith, Robert; Danahy, Patrick (2022) 3D Generative Design for Non-Experts: Multiview Perceptual Similarity with Agent-Based Reinforcement Learning

Herrera, PC, Dreifuss-Serrano, C, Gómez, P, Arris-Calderon, LF, Critical Appropriations - Proceedings of the XXVI Conference of the Iberoamerican Society of Digital Graphics (SIGraDi 2022), Universidad Peruana de Ciencias Aplicadas, Lima, 7-11 November 2022 , pp. 115–126 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2022_53
11. Verniz, Debora; Santos, Deborah (2022) Viability study for a sustainable energy policy in informal settlements: The case of Santa Marta favela

Herrera, PC, Dreifuss-Serrano, C, Gómez, P, Arris-Calderon, LF, Critical Appropriations - Proceedings of the XXVI Conference of the Iberoamerican Society of Digital Graphics (SIGraDi 2022), Universidad Peruana de Ciencias Aplicadas, Lima, 7-11 November 2022 , pp. 947–956 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2022_49
12. Zhang, Garry Hangge, Meng, Leo Lin, Gardner, Nicole, Yu, Daniel and Haeusler, Matthias Hank (2022) Transit Oriented Development Assistive Interface (TODAI): A Machine Learning Powered Computational Urban Design Tool for TOD

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. 253-262 https://doi.org/10.52842/conf.caadria.2022.1.253
13. Zhiyi Dou, Waishan Qiu, Wenjing Li, Dan Luo (2022) Evaluation Process of Urban Spatial Quality and Utility Trade-Off for Post-COVID Working Preferences

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_19
14. Acican, Oyku and Luyten, Laurens (2022) Experiential Learning of Structural Systems - Comparison of design-based and experiment-based pedagogies

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. 535–544 https://doi.org/10.52842/conf.ecaade.2022.2.535
15. Colonneau, Téva, Chenafi, Sabrina and Mastrorilli, Antonella (2022) Digital Intervention Methodologies and Robotic Manufacturing for the Conservation and the Restoration of 20th-Century Concrete Architecture Damaged by Material Loss

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. 197–206 https://doi.org/10.52842/conf.ecaade.2022.2.197
16. Deli Liu and Keqi Wang (2022) Spatial Analysis of Villages in Jilin Province Based on Space Syntax and 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_1
17. Deshpande, Rutvik, Nisztuk, Maciej, Cheng, Cesar, Subramanian, Ramanathan, Chavan, Tejas, Weijenberg, Camiel and Patel, Sayjel Vijay (2022) Synthetic Machine Learning for Real-time Architectural Daylighting Prediction

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. 313-322 https://doi.org/10.52842/conf.caadria.2022.1.313
18. 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
19. 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
20. Ferretti, Maddalena, Di Leo, Benedetta, Quattrini, Ramona and Vasic, Iva (2022) Creativity and Digital Transition in Central Apennine - Innovative design methods and digital technologies as interactive tools to enable heritage regeneration and community engagement

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. 187–196 https://doi.org/10.52842/conf.ecaade.2022.2.187

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