Akbar Shirzad

A comparison between performance of support vector regression and artificial neural network in prediction of pipe burst rate in water distribution networks

Akbar Shirzad, Massoud Tabesh, Raziyeh Farmani · KSCE Journal of Civil Engineering · 2014 · 104 citations

Pipe Burst Rate, Engineering, Data Science +10

Drought monitoring and prediction using SPEI index and gene expression programming model in the west of Urmia Lake

A Abbasi, Keivan Khalili, Javad Behmanesh et al. · Theoretical and Applied Climatology · 2019 · 89 citations

Engineering, Water Resources, Drought +11

Pressure-Discharge Relations with Application to Head-Driven Simulation of Water Distribution Networks

Akbar Shirzad, Massoud Tabesh, Raziyeh Farmani et al. · Journal of Water Resources Planning and Management · 2012 · 44 citations

Engineering, Flow Discharge Data, Head-driven Simulation +18

A comparative study between the modified and available demand driven based models for head driven analysis of water distribution networks

Massoud Tabesh, Akbar Shirzad, Vahid Arefkhani et al. · Urban Water Journal · 2013 · 44 citations

Engineering, Hydrologic Engineering, Water Resources Engineering +24

Pipe failure rate prediction in water distribution networks using multivariate adaptive regression splines and random forest techniques

Akbar Shirzad, Mir Jafar Sadegh Safari · Urban Water Journal · 2019 · 42 citations

Engineering, Pipe Failure Rate, Water Distribution Networks +18