Leveraging Bridge and Environmental Features to Analyze Coating Conditions of Steel Bridges in Florida Using Neural Network Models Article

Rahman, Md Ashiqur, Zhang, Lu, Lau, Kingsley et al. (2023). Leveraging Bridge and Environmental Features to Analyze Coating Conditions of Steel Bridges in Florida Using Neural Network Models . JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES, 37(6), 10.1061/JPCFEV.CFENG-4502

cited authors

  • Rahman, Md Ashiqur; Zhang, Lu; Lau, Kingsley; Lv, Xuan

authors

publication date

  • December 1, 2023

published in

keywords

  • Artificial neural network (ANN)
  • CLIMATE-CHANGE
  • CORROSION
  • Construction & Building Technology
  • Corrosion
  • Engineering
  • Engineering, Civil
  • Multilayer perceptron (MLP)
  • Premature failure
  • Protective coatings
  • Science & Technology
  • Service environments
  • Shapley additive explanations (SHAP) value
  • Steel bridge
  • Technology

Digital Object Identifier (DOI)

publisher

  • ASCE-AMER SOC CIVIL ENGINEERS

volume

  • 37

issue

  • 6