Biomimetic self-shading walls via 3D-printing for reduced heat gain: Multiscale learning using graph neural networks to predict solar radiation absorption Article

Wang, Hanmo, Lu, Zhuyin, Wojtasiak, Amanda et al. (2025). Biomimetic self-shading walls via 3D-printing for reduced heat gain: Multiscale learning using graph neural networks to predict solar radiation absorption . BUILDING AND ENVIRONMENT, 279 10.1016/j.buildenv.2025.113048

International Collaboration

cited authors

  • Wang, Hanmo; Lu, Zhuyin; Wojtasiak, Amanda; Owyong, Shawn; Sun, Bo; Fang, Yu; Vassigh, Shahin; Lin, Alexander

authors

publication date

  • July 1, 2025

published in

keywords

  • Construction & Building Technology
  • Decarbonization
  • Energy conservation
  • Engineering
  • Engineering, Civil
  • Engineering, Environmental
  • Graph neural networks
  • Multiscale learning
  • Science & Technology
  • Self-shading walls
  • Technology

Digital Object Identifier (DOI)

publisher

  • PERGAMON-ELSEVIER SCIENCE LTD

volume

  • 279