PUBLICATIONS

Saldana Ochoa, K., & Guo, Z. (2019). A framework for the management of agricultural resources with automated aerial imagery detection. Computers and Electronics in Agriculture, 162, 53-69.

Saldana Ochoa, K., Ohlbrock, P. O., D’Acunto, P., & Moosavi, V. (2021). Beyond typologies, beyond optimization: Exploring novel structural forms at the interface of human and machine intelligence. International Journal of Architectural Computing, 19(3), 466-490.

Saldana, C. S., Burkhardt, E., Pennisi, A., Oliver, K., Olmstead, J., Holland, D. P., ... & Saldana Ochoa, K.. (2024). Development of a machine learning modeling tool for predicting human immunodeficiency virus incidence using public health data from a county in the Southern United States. Clin Infect Dis, 10.

Brisotto, C., Carney, J., Foroutan, F., Saldana Ochoa, K., & Schroder, W. EXPLORING THE ROLE OF AI IN URBAN DESIGN RESEARCH: A COMPARATIVE ANALYSIS OF TRADITIONAL AND MACHINE LEARNING APPROACHES.

Delavar, Y., Delavar, A., Suzanchi, K., & Saldana Ochoa, K. (2024). GreenPlotter: An AI-Driven Low-Carbon Design Algorithm for Land Partitioning and Sustainable Urban Development. Technology| Architecture+ Design, 8(2), 380-392.

Delavar, Y., Gamble, S., & Saldana Ochoa, K. (2025). Past, present, and future perspectives on the integration of AI into walkability assessment tools: A systematic review. Urban Planning, 10.

Saldana Ochoa, K., & Comes, T. (2021). A Machine learning approach for rapid disaster response based on multi-modal data. The case of housing & shelter needs. arXiv preprint arXiv:2108.00887.

Saldana Ochoa, K., & Huang, L. (2022). AI as active agent for creative exploration in design pedagogy: An AI design methodology for conceptual design in an educational context. In Proceedings 2022 DCA International Conference.

BROWARSKA, M., & Saldana Ochoa, K.(2021). An AI unsupervised clustering of airports-a tool to find suitable humanitarian cooperation for disaster preparedness.

Saldana Ochoa, K. (2021). Creating a coefficient of change in the built environment after a natural disaster. arXiv preprint arXiv:2111.04462.

Saldana Ochoa, K., & Cheng, W.-C. (2025). Customize3DForm: Introducing human subjectivity to objective objects using text‑based generative pipeline. In Proceedings of the 30th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2025) (Session 2A, ID 868, pp. –).

Guo, Z., Saldana Ochoa, K., & D’Acunto, P. (2022, September). Enhancing structural form-finding through a text-based AI engine coupled with computational graphic statics. In Proceedings of IASS Annual Symposia (Vol. 2022, No. 8, pp. 1-11). International Association for Shell and Spatial Structures (IASS).

Dieffenthaller, M., Fischman, H., Angelini, C., & Saldana Ochoa, K. (2025). Generative design for coastal resilience: A computational approach to living shorelines. In Proceedings of CAAD Futures 2025 (Presentation ID 314). University of Hong Kong.

DeGrenier, A., & Saldana Ochoa, K. IN-SITU ROBOTIC MANUFACTURING AN APPROACH TO FABRICATING NON-STANDARD JOINERY DETAILS.

Saldaña Ochoa, K., Huang, L. S., Guo, Z., & Bokhari, S. M. A. (2023, October). Playing Dimensions: Images/Models/Maps: Conceptualizing Architecture with Big Data and Artificial Intelligence. In Proceedings of the 43rd Annual Conference of the Association for Computer Aided Design in Architecture(Vol. 2, pp. 560-568). Association for Computer Aided Design in Architecture.

Saldana Ochoa, K. Point clouds and conventional tools to represent Large-scale architectural projects.

Saldana Ochoa, K., & HUANG, L. Reframing Authorship: The Evolving Role of Architects in the Age of Generative AI.

Browarska, M., & Saldana Ochoa, K. (2022, July). Working Towards an AI-Based Clustering of Airports, in the Effort of Improving Humanitarian Disaster Preparedness. In Science and Information Conference (pp. 483-498). Cham: Springer International Publishing.

Saldana Ochoa, K., Delavar, Y., Balakrishnan, D., Elias, C., Srinivasan, R. S., & Anumba, C. J. (2025). A theoretical framework for integrating digital twins in building lifecycle management.

Saldana Ochoa, K. (2024). Can Artificial Intelligence Mark the Next Architectural Revolution? Design Exploration in the Realm of Generative Algorithms and Search Engines. Decoding Cultural Heritage: A Critical Dissection and Taxonomy of Human Creativity Through Digital Tools, 3.

Saldana Ochoa, K. (2020). Enhancing Disaster Response with Architectonic Capabilities by Leveraging Machine and Human Intelligence Interplay.

Alvarez-Marin, D., & Saldana Ochoa, K. (2020). Indexical cities: articulating personal models of urban preference with geotagged data. arXiv preprint arXiv:2001.10615.

Saldana Ochoa, K. (2014). Problemática de la reducción del uso de vivienda en los centros históricos de ciudades patrimoniales.

Saldana Ochoa, K. (2023). The Use of Artificial Intelligence to Bridge Multiple Narratives in Disaster Response. In Avantgarde Reliability Implications in Civil Engineering. IntechOpen.