D. H. Tran

Application of probabilistic neural networks in modelling structural deterioration of stormwater pipes

D. H. Tran, A. W. M Ng, B. J. C. Perera et al. · Urban Water Journal · 2006 · 72 citations

Hydrological Prediction, Engineering, Machine Learning +27

Neural networks deterioration models for serviceability condition of buried stormwater pipes

D. H. Tran, A. W. M Ng, B. J. C. Perera · Engineering Applications of Artificial Intelligence · 2007 · 49 citations

Serviceability Condition, Engineering, Machine Learning +9

Comparison of Structural Deterioration Models for Stormwater Drainage Pipes

D. H. Tran, B. J. C. Perera, A. W. M Ng · Computer-Aided Civil and Infrastructure Engineering · 2008 · 47 citations

Prediction models for serviceability deterioration of stormwater pipes

D. H. Tran, A. W. M Ng, Kerry McManus et al. · Structure and Infrastructure Engineering · 2006 · 45 citations

Annual Blockages, Reliability Engineering, Serviceability Deterioration +12

Hydraulic Deterioration Models for Storm-Water Drainage Pipes: Ordered Probit versus Probabilistic Neural Network

D. H. Tran, B. J. C. Perera, A. W. M Ng · Journal of Computing in Civil Engineering · 2010 · 24 citations

Engineering, Hydraulic Deterioration Models, Deterioration Modeling +17