Journal Articles
- Nathan Brown, Violetta Jusiega and Caitlin Mueller, 2020, "Implementing data-driven parametric building design with a flexible toolbox approach", Automation in Construction, 118
- Nathan Brown, 2020, "Design performance and designer preference in an interactive, data-driven conceptual building design scenario", Design Studies, 68, pp. 1
- Nathan Brown and Caitlin T Mueller, 2019, "Design variable analysis and generation for performance-based parametric modeling in architecture", International Journal of Architectural Computing, 17, (1), pp. 36-52
- Nathan Brown and Caitlin T Mueller, 2019, "Quantifying diversity in parametric design: a comparison of possible metrics", Artificial Intelligence for Engineering Design, Analysis, and Manufacturing, 33, (1), pp. 40-53
- Nathan Brown and Caitlin T Mueller, 2016, "Design for structural and energy performance of long span buildings using geometric multi-objective optimization", Energy and Buildings, 127, pp. 748-761
- Stavros Tseranidis, Nathan Brown and Caitlin T Mueller, 2016, "Data-driven approximation algorithms for rapid performance evaluation and optimization of civil structures", Automation in Construction, 72, pp. 279-293
- Sigrid Adriaenssens, Nathan Brown, R Lowinger and J Hernandez, 2014, "Structural analysis of reinforced concrete folded hyperbolic paraboloid: a case study of the Miami Marine Stadium", International Journal of Architectural Heritage, 8, (4), pp. 498-516
Conference Proceedings
- Nathan Brown, 2020, "Suggesting design directions: early examples of simulation-based guidance for common model types", Proceedings of simAUD 2020
- Nathan Brown, 2019, "Interactive optimization: understanding how designers engage with live performance feedback from multiple surrogate models", Barcelona, Spain
- Demi Fang, Alpha Arsano, Nathan Brown, Christoph Reinhart and Caitlin Mueller, 2019, "Design space exploration for high-performance greenhouse design", Barcelona, Spain
- Nathan Brown and Caitlin Mueller, 2018, "Gradient-based guidance for controlling performance in early design exploration", Cambridge, MA
- Courtney Stephen, Nathan Brown and Caitlin Mueller, 2018, "Clustering analysis of structural loading for post-disaster housing design", Cambridge, MA
- Nathan Brown and Caitlin Mueller, 2017, "Designing with data: moving beyond the design space catalog", Cambridge, MA
- Nathan Brown and Caitlin Mueller, 2017, "Automated performance-based design space simplification for parametric structural design", Hamburg, Germany
- Nathan Brown and Caitlin Mueller, 2016, "The effect of performance feedback and optimization on the conceptual design process", Tokyo, Japan
- Nathan Brown and Caitlin Mueller, 2016, "Early-stage integration of architectural and structural performance in a parametric multi-objective design tool", Guimarães, Portugal
- Renaud Danhaive, Nathan Brown and Caitlin Mueller, 2015, "Digital brainstorming: new computational tools for creative data-driven design", Boston, MA
- Nathan Brown, Stavros Tseranidis and Caitlin Mueller, 2015, "Multi-objective optimization for diversity and performance in conceptual structural design", Amsterdam
- S. Adriaenssens, R. Lowinger, J. Hernandez, N. Brown, A. Halpern, Z. Aye and M. Prier, 2012, "The shells of the Miami Marine Stadium: synergy between form, force, and energy", Sarajevo, Bosnia and Herzegovina
