Parnian Ghasemi

Principal component analysis-based predictive modeling and optimization of permanent deformation in asphalt pavement: elimination of correlated inputs and extrapolation in modeling

Parnian Ghasemi, Mohamad Aslani, Derrick K. Rollins et al. · Structural and Multidisciplinary Optimization · 2018 · 45 citations

Geotechnical Engineering, Highway Pavement, Pavement Engineering +7

Principal Component Neural Networks for Modeling, Prediction, and Optimization of Hot Mix Asphalt Dynamics Modulus

Parnian Ghasemi, Mohamad Aslani, Derrick K. Rollins et al. · Infrastructures · 2019 · 35 citations · Full text

Highway Pavement, Pavement Engineering, Engineering +18

Modeling rutting susceptibility of asphalt pavement using principal component pseudo inputs in regression and neural networks

Parnian Ghasemi, Mohamad Aslani, Derrick K. Rollins et al. · International Journal of Pavement Research and Technology · 2018 · 17 citations · Full text

Highway Pavement, Pavement Engineering, Road Roughness +17

Constrained mean‐variance mapping optimization for truss optimization problems

Mohamad Aslani, Parnian Ghasemi, Amir H. Gandomi · The Structural Design of Tall and Special Buildings · 2017 · 11 citations

Engineering, Mvmo Algorithm, Multidisciplinary Design Optimization +11