Pavement moduli back-calculation using artificial neural network and genetic algorithms

Development of ANN-GA program for backcalculation of pavement moduli under FWD testing with viscoelastic and nonlinear parameters

Maoyun Li, Hao Wang · International Journal of Pavement Engineering · 2017 · 116 citations

Engineering, Civil Engineering, Materials Engineering +17

Pavement structural evaluation based on roughness and surface distress survey using neural network model

Mansour Fakhri, Reza Shahni Dezfoulian · Construction and Building Materials · 2019 · 78 citations

Engineering, Civil Engineering, Pavement Engineering +13

Sigmoid transfer functions in backpropagation neural networks

Peter de B. Harrington · Analytical Chemistry · 1993 · 69 citations

Computing, Computer Science, Machine Learning +7

Artificial neural networks—genetic algorithm based model for backcalculation of pavement layer moduli

Rakesh Nune, A. K. Jain, M. Amaranatha Reddy et al. · International Journal of Pavement Engineering · 2006 · 64 citations

Engineering, Civil Engineering, Computational Engineering +17

Backcalculation of viscoelastic and nonlinear flexible pavement layer properties from falling weight deflections

Sudhir Varma, M. Emin Kutay · International Journal of Pavement Engineering · 2015 · 63 citations

Engineering, Civil Engineering, Materials Engineering +17