Sources

AI in Architecture: Is It a Good Match?

  1. N. Valencia. “Will Automation Affect Architects?” Arch Daily, 2018
  2. J. T. Franco. “Can a Machine Perform the Work of an Architect? A Chat with Jesper Wallgren, Founder of Finch 3D.” Arch Daily, 2019
  3. E. McSweeney. “Automation finds home in building design.” Financial Times, 2020
  4. P. de Azambuja Varela. “Genetic algorithms in architecture: History and relevance.” 1ST eCAADe Regional International Workshop, 2013
  5. “Scientific Publications.” Karamba 3D, 2021
  6. F. Salamone et al. “Integrated Method for Personal Thermal Comfort Assessment and Optimization through Users’ Feedback, IoT and Machine Learning: A Case Study.” Sensors, 2018
  7. Macworld Staff. “Face-time with iPhoto ’09’s Faces feature.” Macworld, 2009
  8. Y. Adan. “Pareidolia — Teaching Art to AI.” Towards Data Science, 2020
  9. E. Freedenberg. “About the Project.” Architectural Biometrics, 2015
  10. K. Steinfeld. “GAN Loci.” Towards Data Science, 2019
  11. NoComputer. “Creating point clouds with Google Street View.” Medium, 2017
  12. A. Turner et al. “From isovists to visibility graphs: a methodology for the analysis of architectural space.” Environment and Planning B: Planning and Design, 2001
  13. S. Tarabishy et al. “Deep learning surrogate models for spatial and visual connectivity.” International Journal of Architectural Computing, 2019
  14. G. Goodman. “A Machine Learning Approach to Artificial Floorplan Generation.” University of Kentucky, 2019
  15. N. Phelan et al. “Evaluating Architectural Layouts with Neural Networks.” WeWork, 2017
  16. C. Ferrando. “Towards a Machine Learning Framework in Spatial Analysis.” Carnegie Mellon University, 2018
  17. C. Wolfe. “Understanding Compositional Pattern Producing Networks (Part One).” Towards Data Science, 2018
  18. “Picbreeder.” University of Central Florida, 2007
  19. N. Cheney et al. “Unshackling Evolution: Evolving Soft Robots with Multiple Materials and a Powerful Generative Encoding.” GECCO13, 2013
  20. P. Beesley et al. “Hybrid Sentient Canopy.” Posthuman Frontiers, 2016
  21. I. As et al. “Artificial intelligence in architecture: Generating conceptual design via deep learning.” International Journal of Architectural Computing, 2018
  22. X. Yu and M. Marinov. “A Study on Recent Developments and Issues with Obstacle Detection Systems for Automated Vehicles.” Sustainability, 2020
  23. L. Nguyen et al. “Can a Robot Hear the Shape and Dimensions of a Room?” ArXiv.org, 2019
  24. Ruhr-Universitaet-Bochum. “3-D mapping of rooms using radar.” Phys, 2017
  25. Z. Villa. “Why Apple’s LiDAR Scanner Opens Up a Brave New World of Indoor Mapping.” Magicplan, 2020
  26. “Laser 101: How Police Laser (LIDAR) Works.” K40 Electronics, 2021
  27. F. Zhang et al. “Indoor Space Recognition using Deep Convolutional Neural Network: A Case Study at MIT Campus.” ArXiv.org, 2016
  28. L. Simpson. “How Machine Learning & Augmented Reality Crushed It at Google I/O 2018.” Luke Simpson, 2018
  29. J. Kastrenakes. “Google’s Project Tango is shutting down because ARCore is already here.” The Verge, 2017
  30. Google Developers. “Sotheby’s International Realty: A Case Study.” Google Developers, 2021
  31. Locometric. “RoomScan Pro Floor Plan Demo - Scanning Whole Floor.” YouTube, 2014
  32. T. Corcoran et al. “A Spatial Mapping Algorithm with Applications in Deep Learning-Based Structure Classification.” ArXiv.org, 2018
  33. Easy Render. “Unity Is Bringing Big Changes to the Architectural Visualization Industry.” Easy Render, 2020
  34. C. Taylor. “The Super Rich Are Buying $100 Million Homes. For Some, One Isn’t Enough.” Wall Street Journal, 2019
  35. “Global Construction Industry Databook Series - Market Size & Forecast (2015 - 2024) by Value and Volume (area and units) across 40+ Market Segments, Opportunities in Top 100 Cities, and Risk Assessment - COVID-19 Update Q2 2020.” Research and Markets, 20
  36. W. Chen et al. “The Global Economic Recovery 10 Years After the 2008 Financial Crisis.” IMF, 2019
  37. “Majority of Ontarians Believe Real Estate Can Be The Engine For Ontario’s Economic And Confidence Recovery.” Orea, 2020
  38. C. Kenny. “Construction, Corruption, and Developing Countries.” World Bank, 2007
  39. J. Wells. “Corruption in the construction of public infrastructure: Critical issues in project preparation.” U4, 2015