Publications

PUBLISHED PEER-REVIEWED ARTICLES:

Yousif, S., & Yan, W. (2021). Application and Evaluation of a K-Medoids Based Shape Clustering Method for an Articulated Design Space. Journal of Computational Design and Engineering, Volume 8, Issue 3, June 2021, Pages 935–948, https://doi.org/10.1093/jcde/qwab024.

Yousif, S., & Bolojan, D. (2021). Deep-Performance: Incorporating Deep Learning for Automating Building Performance Simulation in Generative Systems. Projections, the 26th Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA), Hong Kong, China. http://papers.cumincad.org/cgi-bin/works/paper/caadria2021_052.

Yousif, S., & Yan, W. (2020). A New Method of Shape Clustering Using K-Medoids for an Organized Design Space: Evaluation. Paper presented at the 108th ACSA Annual Meeting, OPEN, The Association of Collegiate Schools of Architecture (ACSA). https://www.acsa-arch.org/conference/acsa108-virtual-conference/108th-annual-meeting/full-schedule-saturday/#toggle-id-81.

Yousif, S., Yan, W. (2019). Application of an Automatic Shape Clustering Method into Generative and Design Optimization Systems. Paper presented at the ACADIA 2019: UBIQUITY AND AUTONOMY [Proceedings of the 39th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA)], UT Austin, TX. http://papers.cumincad.org/cgi-bin/works/paper/acadia19_60.

Yousif S., Yan W. (2019). Shape Clustering Using K-Medoids in Architectural Form Finding. In: Lee JH. (eds) Computer-Aided Architectural Design. “Hello, Culture”. CAAD Futures 2019. Communications in Computer and Information Science, vol 1028. Springer, Singapore. https://link.springer.com/chapter/10.1007/978-981-13-8410-3_32.

Yousif, S., & Yan, W. (2018). Clustering Forms for Enhancing Architectural Design Optimization. Paper presented at the Learning, Adapting and Prototyping, The 23rd Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA), Beijing, China. http://papers.cumincad.org/cgi-bin/works/paper/caadria2018_257.

Yousif, S., Clayton, M., & Yan, W. (2018). Towards Integrating Aesthetic Variables in Architectural Design Optimization. Paper presented at the 106th ACSA Annual Meeting, The Ethical Imperative, The Association of Collegiate Schools of Architecture (ACSA), Denver, Colorado. https://www.acsa-arch.org/chapter/towards-integrating-aesthetic-variables-inarchitectural-design-optimization/.

Yousif, S., Yan, W., & Culp, C. (2017). Incorporating Form Diversity into Architectural Design Optimization. Paper presented at the ACADIA 2017: DISCIPLINES & DISRUPTION [Proceedings of the 37th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA), MIT, Cambridge, MA. http://papers.cumincad.org/cgi-bin/works/paper/acadia17_640.

ARTICLES IN-PROGRESS:

Bolojan, D., Yousif, S., & Vermisso, E. (2021). Augmented Architectural Intelligence: A Deep-Chaining Method for Creative Human-Machine Collaboration. Journal of Technology | Architecture + Design. Routledge, Taylor & Francis (submitted).

Yousif, S., & Varma, K. (2021). Intelligent-ABS: Towards Incorporating Intelligence into Agent-Based System for Design Review of Communicable Disease Scenarios in Built-Environments (abstract accepted).