Journal Articles
- Laura Hinkle, Julian Wang and Nathan Brown, 2022, "Quantifying potential dynamic facade energy savings in early design using constrained optimization", Building and Environment
- Jonathan Broyles, Micah R Shepherd and Nathan Brown, 2022, "Design optimization of structural-acoustic spanning concrete elements in buildings", Journal of Architectural Engineering, 28, (1), pp. 04021044
- Fernando Lima, Nathan Brown and Jose Pinto Duarte, 2022, "A grammar-based multi-objective optimization approach for walkable urban fabrics considering infrastructure cost", Environment and Planning B: Urban Analytics and City Science
- Fernando Lima, Nathan Brown and Jose Pinto Duarte, 2021, "Understanding the impact of walkability, population density, and population size on COVID-19 spread: a pilot study of the early contagion in the United States", Entropy, 23, (11), pp. 1512
- Isabelle Hens, Ryan L. Solnosky and Nathan C Brown, 2021, "Design space exploration for comparing embodied carbon in tall timber structural systems", Energy and Buildings, 244, pp. 110983
- Goncalo Duarte, Nathan C Brown, Ali M Memari and Jose P Duarte, 2021, "Learning from historical structures under compression for concrete 3D printing construction", Journal of Building Engineering, 43, pp. 103009
- Mary Taylor, Nathan Brown and Donghyun Rim, 2021, "Optimizing thermal comfort and energy use for learning environments", Energy and Buildings, 248, pp. 111181
- Nathan Brown, Violetta Jusiega and Caitlin Mueller, 2020, "Implementing data-driven parametric building design with a flexible toolbox approach", Automation in Construction, 118, pp. 103252
- Nathan Brown, 2020, "Design performance and designer preference in an interactive, data-driven conceptual building design scenario", Design Studies, 68, pp. 1-33
- 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
- Jonathan Broyles, Ashley Hartwell, Eduardo Gascon Alvarez, Mohammad Ismail, Les Norford, Caitlin Mueller and Nathan Brown, 2022, "Shape optimization of concrete floor systems for sustainability, acoustical, and thermal objectives", Proceedings of the International Conference on Structures and Architecture
- Samantha Leonard, Ryan Solnosky, Nathan Brown and Corey Griffin, 2022, "Parametric evaluation of embodied carbon within design for hybrid mass timber floor systems", 2022 Residential Building Design & Construction Conference, Pennsylvania Housing Research Center
- Farzaneh Oghazian, Nathan Brown and Felecia Davis, 2022, "Calibrating a form-finding algorithm for simulation of knitted tension architectural models", CAADRIA 2022
- Nathan Brown and Stephanie Bunt, 2022, "Optimization tools as a platform for latent qualitative design education of technical designers", National Conference on the Beginning Design Student 37
- Jonathan Broyles, Micah Shepherd and Nathan Brown, 2021, "Quantifying sound transmission of building structures for optimization in early-stage design", INTER-NOISE and NOISE-CON Congress and Conference Proceedings, Institute of Noise Control Engineering, 263, (5), pp. 1215-1226
- Ryan L. Solnosky, Nathan Brown and Rebecca Napolitano, 2021, "Teaching structures in an (almost) empty room: An assessment of strategies for student engagement in mixed-mode and remote classes", ASEE Annual Conference & Exposition, Virtual Conference
- Stephanie Bunt and Nathan Brown, 2021, "Homogeneity versus heterogeneity in architect-engineer design teams", Proceedings of the IASS Symposium 2021, International Association of Shell and Spatial Structures, Online
- Jonathan Broyles, Micah R Shepherd and Nathan Brown, 2021, "Evaluation of shaped concrete floor slabs for structure-borne and air-borne acoustic performance", Proceedings of the IASS Symposium 2021, International Association of Shell and Spatial Structures, Online
- Thomas E Boothby, Nathan Brown and Annalisa Crannell, 2021, "Saving appearances: Treatment of anomalies in the projective geometry- graphic statics analogy", Proceedings of the IASS Symposium 2021, Online
- Seyed Hossein Zargar and Nathan Brown, 2021, "Deep learning in early-stage structural performance prediction: Assessing morphological parameters for buildings", Proceedings of the IASS Symposium 2021, International Association of Shell and Spatial Structures, Online
- Fernando Lima, Nathan Brown and Jose Pinto Duarte, 2021, "Urban design optimization: generative approaches towards urban fabrics with improved transit accessibility and walkability", Proceedings of CAADRIA
- Jonathan Broyles, Micah R Shepherd and Nathan Brown, 2020, "Investigation of optimization techniques on structural-acoustic-shaped concrete slabs in buildings", Proceedings of Meetings on Acoustics, 42, (1), pp. 022001
- Nathan Brown, 2020, "Suggesting design directions: early examples of simulation-based guidance for common model types", Proceedings of simAUD 2020, Online
- 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
- 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
