| Principal component analysis-based predictive modeling and optimization of permanent deformation in asphalt pavement: elimination of correlated inputs and extrapolation in modeling P Ghasemi, M Aslani, DK Rollins, RC Williams Structural and Multidisciplinary Optimization 59, 1335-1353, 2019 | 47 | 2019 |
| Principal component neural networks for modeling, prediction, and optimization of hot mix asphalt dynamics modulus P Ghasemi, M Aslani, DK Rollins, RC Williams Infrastructures 4 (3), 53, 2019 | 32 | 2019 |
| Modeling rutting susceptibility of asphalt pavement using principal component pseudo inputs in regression and neural networks P Ghasemi, M Aslani, DK Rollins, RC Williams, VR Schaefer Elsevier, 2018 | 26 | 2018 |
| Constrained mean‐variance mapping optimization for truss optimization problems M Aslani, P Ghasemi, AH Gandomi The Structural Design of Tall and Special Buildings 27 (6), e1449, 2018 | 16 | 2018 |
| Performance evaluation of coarse-graded field mixtures using dynamic modulus results gained from testing in the indirect tension mode P Ghasemi, J Podolsky, R Christopher Williams, E Dave International Conference on Transportation and Development 2016, 1111-1121, 2016 | 12 | 2016 |
| Predicting dynamic modulus of asphalt mixture using data obtained from indirect tension mode of testing P Ghasemi, S Lin, DK Rollins, RC Williams arXiv preprint arXiv:1905.06810, 2019 | 7 | 2019 |
| Field Investigation of Stabilized Full-Depth Reclamation (SFDR) P Ghasemi, J Yu, P Ledtji, RC Williams, C Jahren Minnesota. Department of Transportation, 2018 | 2 | 2018 |
| Evaluating gantry crane-way pavement performance: An inverse approach P Ghasemi, M Aslani, JC Ashlock, RC Williams, VR Schaefer Transportation Geotechnics 27, 100500, 2021 | 1 | 2021 |
| Developing a Robust Modeling Approach for Pavement Performance Prediction and Optimization P Ghasemi, M Aslani, DK Rollins, RC Williams Association of Asphalt Paving Technologists, 2019 | 1 | 2019 |
| Developing a machine learning based framework for prediction and optimization of hot mix asphalt dynamic modulus P Ghasemi, M Aslani, DK Rollins, RC Williams Transportation Research Board 2019 Annual Meeting conference, Washington, DC, 2019 | 1 | 2019 |
| Application of optimization and machine learning techniques in predicting pavement performance and performance-based pavement design P Ghasemi Iowa State University, 2019 | 1 | 2019 |
| Performance evaluation of coarse-graded field mixtures using dynamic modulus results gained from testing in indirect tension mode of testing P Ghasemi Iowa State University, 2018 | 1 | 2018 |
| Deep Knowledge Versus Deep Learning D Rollins, P Ghasemi 2019 AIChE Annual Meeting, 2019 | | 2019 |
| Principal Component Neural Networks for Modeling, Prediction, and Optimization of Hot Mix Asphalt Dynamics Modulus DK Rollins, M Aslani, D Rollins, RC Williams | | 2019 |
| Predicting Dynamic Modulus of Asphalt Mixture Using Data Obtained from Indirect Tension Mode of Testing DK Rollins, S Lin, D Rollins, RC Williams | | 2019 |
R. Chris Williams or R. C. Williams or...Iowa state university or Michigan technological university or federal highway administration orVerified email at iastate.edu